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The increasing complexity of global labor markets and work environments has made the school-to-work transition more difficult. We explore factors that influence important career outcomes for young adults in China as they transition from their university to the labor market. Specifically, we examine how protean career orientation, self-perceived employability, mother’s and father’s career support and human capital (English language proficiency) may influence career satisfaction and employment status during adulthood.

We collected survey data in two waves, six months apart, and obtained English proficiency ratings from university records.

Father’s and mother’s career support was significantly associated with protean career orientation and protean career orientation was significantly related to self-perceived employability. Self-perceived employability was significantly associated with career satisfaction and employment status. The career support-career satisfaction and career support-employment status relationships were fully mediated by protean career orientation and self-perceived employability. Contrary to expectations, the human capital variable of English language proficiency did not moderate the serial mediation involving either career satisfaction or employment status.

By integrating protean career theory, human capital theory and research on parental support, we offer an interdisciplinary contribution to the school-to-work transition literature. We also advance protean career theory by studying it as a mediating variable and by examining parental support as an antecedent of it.

This paper aims to explore how accounting is fostering neoliberal citizenship through the participants of Australia’s National Disability Insurance Scheme (NDIS). More specifically, this paper aims to understand how accounting discourse and the management accounting technique of budgeting, when intertwined with automated administrative processes of the NDIS, are giving rise to a pastoral form of power that directs people’s behaviour toward certain ends.

Publicly available data has been crafted into an autoethnographic case study of one fictitious person’s experiences with the NDIS – Mina. Mina is an amalgam created from material submitted to the Joint Parliamentary Standing Committee on the NDIS. Mina’s experiences are then analysed through the lens of Foucault’s concept of pastoral power to explore how accounting has contributed to marketising and digitising public disability services.

Accounting rhetoric appears to be a central part of rationalising the decision to shift to individualised disability funding. Those receiving payments are treated as self-governable, financially responsible subjects and are therefore expected to have knowledge of management accounting techniques and budgeting. However, NDIS’s strong reliance on the accounting concepts of funds, budgets, cost and price is limiting people’s autonomy and subjecting them to intervention and control.

This paper addresses calls to explore the interplay between accounting and current disability policies. The analysis shows that incorporating accounting into the NDIS’s algorithms serves to conceal the underlying ideology of the programs, subtly driving behaviours towards neoliberal objectives. Further, this research extends the Foucauldian accounting literature by revealing the contribution of accounting to reinforcing the authority of digital pastors in contemporary times.

This study aims to explore how science, technology, engineering, mathematics and medicine (STEMM) graduate students’ experiences with and conceptualizations of racism can more clearly expose the current racial climate across multiple academic institutions.

A mixed-method approach using a single online questionnaire consisting of open-ended and Likert scale questions about their perceptions of the racial climate in their department was completed by 34 graduate students of different races and STEMM disciplines.

Results from this study suggested that graduate students, regardless of race, consistently perceive STEMM as colorblind. The results also suggest that experiencing or witnessing racial discrimination is potentially predictive of perceptions of negative social support. Furthermore, multiracial and international graduate students often face different experiences of discrimination than do other graduate students.

By better understanding STEMM academic climates, higher education institutions can begin to reflect on the social barriers that may limit minoritized students from matriculating in academic STEMM spaces and affect retention.

This study aims to understand the perceived emotions of human–artificial intelligence (AI) interactions in the private sector. Moreover, this research discusses the transferability of these lessons to the public sector.

This research analysed the comments posted between June 2022 and June 2023 in the global open Reddit online community. A data mining approach was conducted, including a sentiment analysis technique and a qualitative approach.

The results show a prevalence of positive emotions. In addition, a pertinent percentage of negative emotions were found, such as hate, anger and frustration, due to human–AI interactions.

The insights from human–AI interactions in the private sector can be transferred to the governmental sector to leverage organisational performance, governmental decision-making, public service delivery and the creation of economic and social value.

Beyond the positive impacts of AI in government strategies, implementing AI can elicit negative emotions in users and potentially negatively impact the brand of private and government organisations. To the best of the authors’ knowledge, this is the first research bridging the gap by identifying the predominant negative emotions after a human–AI interaction.