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This research analyzed the existing academic and grey literature concerning the technologies and practices of people analytics (PA), to understand how ethical considerations are being discussed by researchers, industry experts and practitioners, and to identify gaps, priorities and recommendations for ethical practice.

An iterative “scoping review” method was used to capture and synthesize relevant academic and grey literature. This is suited to emerging areas of innovation where formal research lags behind evidence from professional or technical sources.

Although the grey literature contains a growing stream of publications aimed at helping PA practitioners to “be ethical,” overall, research on ethical issues in PA is still at an early stage. Optimistic and technocentric perspectives dominate the PA discourse, although key themes seen in the wider literature on digital/data ethics are also evident. Risks and recommendations for PA projects concerned transparency and diverse stakeholder inclusion, respecting privacy rights, fair and proportionate use of data, fostering a systemic culture of ethical practice, delivering benefits for employees, including ethical outcomes in business models, ensuring legal compliance and using ethical charters.

This research adds to current debates over the future of work and employment in a digitized, algorithm-driven society.

The research provides an accessible summary of the risks, opportunities, trade-offs and regulatory issues for PA, as well as a framework for integrating ethical strategies and practices.

By using a scoping methodology to surface and analyze diverse literatures, this study fills a gap in existing knowledge on ethical aspects of PA. The findings can inform future academic research, organizations using or considering PA products, professional associations developing relevant guidelines and policymakers adapting regulations. It is also timely, given the increase in digital monitoring of employees working from home during the Covid-19 pandemic.

Despite the gains that have been made by adopting contemporary theories of practice in entrepreneurship studies, the field still lacks a comprehensive practice theory of entrepreneurial learning. In this article, we develop a practice theory of entrepreneurial learning by elaborating on the relations between practicing, knowing and learning.

Using a video ethnography of a two-day “Startup Weekend for Refugees” event in Amsterdam, our aim is to further theorise the relational, material and embodied nature of entrepreneurial learning through analysing video fragments of naturally occurring practices.

Our findings demonstrate that entrepreneurial learning transpires through, and is emergent from, practices and their relations. On the one hand, practitioners learn to competently participate in various practices by sensing, observing and experimenting with the meaning of others' gestures and utterances. On the other, the learning of new opportunities for value creation emerges as practitioners connect various practices to one another through translation.

This article contributes by illustrating and explaining real-time instances of learning to develop a practice theory of entrepreneurial learning. This contributes to the literature by detailing the relations between learning, knowing and practising entrepreneurship, which leads to a novel alternative to existing individual- and organisational-level learning theories.

Drawing on an intersectional perspective on racial, migrant and entrepreneurial identities, this paper investigates the identity work of racial minority entrepreneurs with native-born and migrant backgrounds, confronted to experiences of othering in a White entrepreneurial ecosystem.

The study takes a qualitative-interpretivist approach and builds on six cases of racial minority entrepreneurs in nascent stages of venture development within the Dutch technology sector. The dataset comprises 24 in-depth interviews conducted over the course of one and a half year, extensive case descriptions and online sources. The data is thematically and inductively analysed.

Despite strongly self-identifying as entrepreneurs, the research participants feel marginalised and excluded from the entrepreneurial ecosystem, which results in ongoing threats to their existential authenticity as they build a legitimate entrepreneurial identity. Minority entrepreneurs navigate these threats by either downplaying or embracing their marginalised racial and/or migrant identities.

The study contributes to the literature on the identity work of minority entrepreneurs. The paper reveals that, rather than “strategising away” the discrimination and exclusion resulting from othering, racial minority entrepreneurs seek to preserve their sense of existential authenticity and self-worth, irrespective of entrepreneurial outcomes. In so doing, the study challenges the dominant perspective of entrepreneurial identity work among minority entrepreneurs as overly instrumental and market-driven. Moreover, the study also contributes to the literature on authenticity in entrepreneurship by highlighting how racial minority entrepreneurs navigate authenticity threats while building legitimacy in a White ecosystem.

The purpose of this paper is to explore the issues and challenges facing employers as they manage degree apprentices in the workplace. It examines the relationship between managers and apprentices undertaking a work-based degree. This research is of particular relevance at this time because of the UK Government’s initiative to expand the number of apprenticeships in the workplace to three million new starts by 2020, inevitably bringing a range of pressures to bear on employers (BIS, 2015). The purpose is to share early experiences of employer management of degree apprenticeships, and provide a range of recommendations to develop and improve employer and higher education institution (HEI) practice.

This paper combines desk research with qualitative data drawn from interviews with a range of cross-sector organisations to investigate the employer’s experience of developing the new degree apprenticeships. Data are explored inductively using thematic analysis in order to surface dominant patterns and considers the implications of findings upon current and emerging HEI and employer practice and research.

There were a number of key themes which emerged from the data collected. These included the need for effective, employer-led recruitment processes, careful management of expectations, sound HEI retention strategies, employer involvement and board-level motivators to ensure organisational benefits are derived from effectively situated workplace learning and a focus upon effective, empowering mentoring and support strategies.

As degree apprenticeship standards and programmes are currently at the early stages of implementation, and opportunities, funding and resourcing are rapidly changing in the context of government policy, so too will employer appetite and strategies for supporting degree apprentices, along with apprentice behaviour. This means that additional findings, beyond those highlighted within this paper, may emerge in the near future.

There are a number of practical implications supporting managerial development and support of degree apprentices in the workplace from this research. These are reflected in the findings, and include the development of flexible and collaborative processes, resources, mentor training and networks.

This paper is one of the first published accounts of the employers’ perspective of managing a degree apprenticeship within the new policy context in the UK. As a result, the work offers a unique insight into the emerging challenges and issues encountered by managers working with degree apprentices in the twenty-first century business environment.

Foodbank use in the UK is rising but, despite high levels of poverty, Pakistani women are less likely to use food banks than white British women. The purpose of this paper is to understand the lived experience of food in the context of poverty amongst Pakistani and white British women in Bradford, including perspectives on food aid.

A total of 16 Pakistani and white British women, recruited through community initiatives, participated in three focus groups (one interview was also held as a consequence of recruitment difficulties). Each group met for two hours aided by a moderator and professional interpreter. The transcripts were analysed thematically using a three-stage process.

Women in low-income households employed dual strategies to reconcile caring responsibilities and financial obligations: the first sought to make ends meet within household income; the second looked to outside sources of support. There was a reported near absence of food insecurity amongst Pakistani women which could be attributed to support from social/familial networks, resource management within the household, and cultural and religious frameworks. A minority of participants and no Pakistani respondents accessed charitable food aid. There were three reasons for the non-use of food aid: it was not required because of resource management strategies within the household and assistance from familial/social networks; it was avoided out of shame; and knowledge about its existence was poor.

This case study is the first examination of varying experiences of food insecurity amongst UK white British and Pakistani women. Whilst the sample size is small, it presents new evidence on perceptions of food insecurity amongst Pakistani households and on why households of varying ethnicities do not use food aid.

This conceptual paper seeks to critically evaluate and illuminate the diverse autoethnographic methodologies that are pivotal for understanding the dynamics of contemporary workspaces. The objective is to contribute to the ongoing scholarly debate on the value of autoethnography in workplace research and explore how it can shed light on complex organizational phenomena.

The paper adopts a narrative literature review approach, focusing on four main forms of autoethnography: realist, impressionistic, expressionistic and conceptualistic autoethnographies. Each form is discussed and dissected, emphasizing their specific sub-forms and illustrating their application through representative examples. The paper engages in a critical debate on utilizing autoethnography in workplace research.

The findings illuminate how autoethnographic methods can be used to gain nuanced and complex understandings of personal experiences situated in workplace culture, as well as how broader social and cultural contexts shape these experiences. The study also highlights the potential of these methods to explore marginalized and silenced stories within workplaces and contribute to the knowledge on power dynamics, inequalities and injustices embedded in the organizational culture.

The following contribution discusses approaches for conducting autoethnographic explorations of selected work environments, offering researchers valuable insights into these methods' application. Through better comprehension and application of these methodologies, researchers can enhance their contribution toward cultivating more inclusive and equitable workplace environments.

The paper stands out in its extensive review and critical discussion of the autoethnographic methods as applied in workplace research. It expands upon individual autoethnographic studies by providing a comprehensive, multifaceted perspective, delving into the merits and limitations of these approaches in particular context of researching contemporary places of work.

While digital technologies have led to many important social and cultural advances worldwide, they also facilitate the perpetration of violence, abuse and harassment, known as technology-facilitated violence and abuse (TFVA). TFVA includes a spectrum of behaviors perpetrated online, offline, and through a range of technologies, including artificial intelligence, livestreaming, GPS tracking, and social media. This chapter provides an overview of TFVA, including a brief snapshot of existing quantitative and qualitative research relating to various forms of TFVA. It then discusses the aims and contributions of this book as a whole, before outlining five overarching themes arising from the contributions. The chapter concludes by mapping out the structure of the book.

While research has identified a consistent link between startup intent and entrepreneurship education (EE) intentions, studies also indicate that many entrepreneurs lack the EE they need. However, research examining factors that explain why certain individuals with high startup intent pursue EE while others do not is rare. Given this, the purpose of this paper is to examine how individual characteristics moderate the startup intent EE intentions relationship.

Survey data were gathered on 199 US adults. Moderators examined include attitudes toward education, perceived entrepreneurial efficacy, propensity for risk taking and the Big Five personality traits. Linear regression models were used to test each of the moderation relationships predicted.

Notable findings suggest that extroversion, openness to experience, agreeableness, perceived entrepreneurial efficacy and risk propensity reduce the chances that individuals with high startup intent will pursue EE, while viewing education as instrumental enhances the relationship.

Study findings imply that EE programs might not be reaching critical target markets, suggest that EE programs might need to be modified to attract individuals with high startup intent and indicate that individual characteristics are key factors that determine why certain individuals with high startup intent pursue EE while others with the same desires do not pursue EE.

This study builds on previous work that looks at the relationship between startup intent and EE intentions by investigating how individual characteristics either amplify or diminish the relationship, increasing scholarly knowledge about why certain individuals with high startup intent pursue EE while others do not.

The purpose of this paper is to identify and classify ecotourism service elements according to their instrumentality to customer satisfaction.

Drawing on the ECOSERV model, the authors conduct further qualitative and quantitative research to find additional dimensions of service quality. Kano’s model and Customer Satisfaction Index are then employed with a sample of 324 ecotourists to categorize these service quality elements.

A new scale of ecotourism service quality is proposed, with the addition of four dimensions: price-quality, interaction with locals, interaction with other customers and relaxation feelings. The paper also confirms the existence of four groups which are classified according to their level of impacts on satisfaction and dissatisfaction: attractive, one-dimensional, must-be and indifferent.

The paper improves the present ecotourism scale and develops an integrated approach to facilitate effective decision making by identifying areas that require greater attention, thus providing practical benefits for eco-site managers. It also hopes to contribute to better understanding about ecotourism services in the context of an Asia country like Vietnam and encourages further research in this area.