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Data science promises new opportunities for organizational decision-making. Data scientists arguably play an important role in this regard and one can even observe a certain “buzz” around this nascent occupation. This paper enquires into how data scientists construct their occupational identity and the challenges they experience when enacting it.

Based on semi-structured interviews with data scientists working in different industries, the authors explore how these actors draw on their educational background, work experiences and perception of the contemporary digitalization discourse to craft their occupational identities.

The authors identify three main components of data scientists’ occupational identity: a scientific mindset, an interest in sophisticated forms of data work and a problem-solving attitude. The authors demonstrate how enacting this identity is sometimes challenged through what data scientists perceive as either too low or too high expectations that managers form towards them. To address those expectations, they engage in outward-facing identity work by carrying out educational work within the organization and (paradoxically) stressing both prestigious and non-prestigious parts of their work to “tame” the ambiguity and hype they perceive in managers’ expectations. In addition, they act upon themselves to better appreciate managers’ perspectives and expectations.

This study contributes to research on data scientists as well as the accounting literature that often refers to data scientists as new competitors for accountants. It cautions scholars and practitioners alike to be careful when discussing the possibilities and limitations of data science concerning advancements in accounting and control.

This study explores the role of previous occupational identity in the formation of the (new) teacher identity of vocational teachers. The focus is on how vocational teachers discover their teaching identity, how they describe the connection between their previous occupation and teacher identity and how they describe a competent member of the teaching community.

The theoretical approach is inspired by Communities of Practice (CoP) theory. More specifically, the realignment between socially demanded competence in the profession and personal experience as well as identification with the teaching community are discussed. The research material comes from 14 interviews with vocational teachers in different disciplines.

Findings indicate first that the process of professional identity (trans)formation was initiated by finding one's teaching self when the individuals became aware of their interest in teaching by discovering that they had already achieved some sort of teaching-related competence. Second, individuals had been connecting their professional identities – finding common competence between their previous occupation and the teaching role. Third, vocational teachers experienced legitimising their competence and their new identity with reference to what their new CoP instructed as important competence (regime of competence).

While teachers' vocational competence is not scrutinised, their teaching competence needs to be constantly proved. This imbalance often leads to teachers returning to an aspect of their identity that is well established – their vocational competence. Looking back to their occupational competences constitutes a realignment backwards, when teachers attempt to serve their new professional goal by drawing on old competence.

Retirement is a complex process that can impact daily lives and relationships. While some gender differences in academic retirement experiences have been noted, few studies have focused exclusively on women academics’ retirement experiences. This follow-up study aims to explore the meaning of retirement and its impact on retired women academics' daily lives and relationships over time from an occupational perspective.

Using a qualitative, longitudinal descriptive design, semi-structured interviews (n = 11) were completed with women retirees from one university and an academically linked university-level, college of education and liberal arts, in the Republic of Ireland (n = 11). This paper presents the findings of follow-up interviews conducted one year later (n = 10). Data were analysed using Braun and Clarke’s six-phase thematic analysis. A longitudinal analysis was then undertaken using a recurrent cross-sectional approach (Grossoehme and Lipstein, 2016) to enable discussion of changes and continuity that had occurred over time in their daily lives.

The analysis yielded four themes: (i) continuing to navigate occupational identity challenges, (ii) structuring free time, (iii) appreciating health and well-being and (iv) continuing meaningful professional relationships and activities. Participants described on-going occupational identity challenges linked with contextual factors and experiences of occupational injustices of lack of recognition, lack of inclusion and a lack of choice to continue working in their paid academic employment.

These findings suggest that occupational therapists advocate for older adults, so that meaningful choices in retirement timing can be offered to all equally and so that older people are acknowledged for their contributions to society.

Reforms in the health-care system may impact how health-care professionals perceive and enact their roles. This study aims to examine the way in which occupational therapists experience and describe their roles in municipalities after the implementation of a health reform (the Coordination Act) in Norway.

This qualitative study was designed within the perspectives of social constructivism. Data was collected through focus group interviews with 10 community-working occupational therapists. A thematic framework analysis was used to examine the participants’ experiences.

The following four themes emerged: external factors that framed and shaped the occupational therapists’ roles in municipalities; the strengths and dilemmas of the generalist; the problematic generic position and the strengths; and dilemmas of the specialist.

The study suggests that occupational therapy practitioners should identify new opportunities and adapt to health reform changes. They also need to renegotiate their roles as the health reforms require more specialized competences. Greater emphasis must be placed on the core knowledge and competences of occupational therapists to strengthen their professional identity in the municipalities.

This study aims to support researchers and practitioners in finding suitable instruments for future research studies and organizational quality assessments.

Employees’ success of learning at work is strongly influenced by the quality of the workplace learning environment. In the recent decades growing effort has been given to the development of surveys to measure the quality of workplace learning, resulting in a large number of available survey instruments. This study conceptually draws on a 3-P model and uses a qualitative metasynthesis to collect and categorize n = 94 surveys that intend to measure the quality of workplace learning (WPL).

The results underline that research on WPL environments is a highly interdisciplinary endeavor, where every discipline enriches the field by a new perspective and own foci. Overall, this study finds a focus on learning culture and working conditions, on social and functional inclusion of the learner and on support and feedback during training. Products of WPL such as professional competences or career aspirations play a minor role.

With the integration of quality measurement instruments from various research studies, this study produces an interactive online instrument map that gives a broad, yet organized overview of available quality measures in the WPL field.

This study sought to understand how having a calling influenced engagement, work–life balance and career satisfaction for Professional Golfers Association of America (PGA) and Golf Course Superintendent of America (GCSA) professionals.

A conceptual model was used to examine callings among golf course supervisors and its impact on their engagement, work–life balance and career satisfaction. This study also explored the moderation effect of employees’ generalized or specialized role on the calling–engagement relationship. Surveys were collected from a single golf management company and partial least squares structural equation modeling (PLS-SEM) was used for data analysis.

The results revealed significant relationships among all of the variables, with the exception of the impact of having a calling on work–life balance. Additionally, the more having a calling increased, the more important it was for supervisors to have specialized roles to increase their engagement.

This study identifies important differences in factors that promote career satisfaction for golf course supervisors and extends current understanding of role theory.

The purpose of this paper is to advance our understanding of identity play process by including the stories we live by in depth. Over the past decade, identity play literature has placed more emphasis on the role of self-narratives. Yet, the “stories we live by”, including the told or untold stories of past and imagined events of the future, have not been considered in depth in these self-narratives.

This conceptual paper draws on the personal construct theory, narrative identity and constructivist psychotherapy literatures and attempts to include the stories we live by in scholarly conceptualizations and explorations of identity play processes.

Drawing on the personal construct theory, narrative identity and constructivist psychotherapy literatures this paper offers a comprehensive conceptual model of how the stories we live by infuse individual identity construction processes. The model highlights the inter-connectivity among stories we live by, identity play, identity work, sensemaking and social validation. Looking through the lens of the personal construct theory and taking these inter-connectivities into account lead to the observation of temporality in identity construction and the plurivocality of self-narratives.

This paper looks at identity play through the lens of the personal construct theory. However, self-narratives are seen as a medium for manifestation of personal constructs. Thus, this paper also draws on the narrative identity literature and dialogical-self concept, which helps access the multiplicity of the self-narratives to widen our grasp of personal constructs. This paper combines discourse of deconstruction with the dialogical-self concept and provides more means for the explication of identity play.

Equality of rights for individuals who identify as being lesbian or gay (LG) have emerged over recent years, and significant advancements have been made in recognition and support of LG rights in Ireland. Given the recent change in legal rights for the LG population, Civil Partnership 2010 and Marriage Equality 2015, this paper aims to explore the lived experience of daily occupations of LG adult’s in Ireland today, by applying an occupational justice lens.

A qualitative phenomenological research study, examined the concept of occupational justice as experienced by eight adults, who identified as being LG. Data was collected through face to face, semi-structured interviews.

Four themes capturing the complexity of each participant’s experience of daily occupations and occupational justice emerged, namely, transitions and personal journeys, celebrating differences, empowerment through occupation and inner conflict. Findings demonstrate how occupational justice is experienced as a complex, contextually embedded and dynamic process specific to each individual.

Future research in this area should aim to explore the experiences of both a younger and older LG population, along with those who identify as bisexual, transgender, queer or intersex to continue to raise awareness of the potential for occupational injustice within this minority population.

This study adopts the popular culture lens to investigate the collective understanding behind the human resources (HR) occupations.

The empirical study analyzes 129 characters from 87 movies, television (TV) series, books and comics. The measurement model was tested using structural equation modeling and cluster analysis identified five HR representations in the popular culture.

Popular culture reflects five HR representations: The Executor, the Hero, the Buddy, the Bore, and the Good-time person. Results suggest that public opinion pays scarce attention to the so-called HR “strategic position” while underlining the need for a more socially responsible HR approach.

The authors' study serves as a means for integrating past research on HR role and reputation, occupational image, self-identity and popular media. While most scholars have addressed popular culture as a single case and paid almost no attention to the HR domain, this article complements the literature by offering a fruitful way to distil HR summative popular culture representations, thus advocating for both a theoretical and a methodological contribution.