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Research on artificial intelligence (AI) and its potential effects on the workplace is increasing. How AI and the futures of work are framed in traditional media has been examined in prior studies, but current research has not gone far enough in examining how AI is framed on social media. This paper aims to fill this gap by examining how people frame the futures of work and intelligent machines when they post on social media.

We investigate public interpretations, assumptions and expectations, referring to framing expressed in social media conversations. We also coded the emotions and attitudes expressed in the text data. A corpus consisting of 998 unique Reddit post titles and their corresponding 16,611 comments was analyzed using computer-aided textual analysis comprising a BERTopic model and two BERT text classification models, one for emotion and the other for sentiment analysis, supported by human judgment.

Different interpretations, assumptions and expectations were found in the conversations. Three subframes were analyzed in detail under the overarching frame of the New World of Work: (1) general impacts of intelligent machines on society, (2) undertaking of tasks (augmentation and substitution) and (3) loss of jobs. The general attitude observed in conversations was slightly positive, and the most common emotion category was curiosity.

Findings from this research can uncover public needs and expectations regarding the future of work with intelligent machines. The findings may also help shape research directions about futures of work. Furthermore, firms, organizations or industries may employ framing methods to analyze customers’ or workers’ responses or even influence the responses. Another contribution of this work is the application of framing theory to interpreting how people conceptualize the future of work with intelligent machines.

Skilled workers are crucial for an organization’s success, and managing, retaining and attracting them is vital in long-term. This study aims to explore talent management practices in the Finnish restaurant industry and to align workers' expectations with the real-world experiences of their work to reduce turnover and enhance job satisfaction.

The study adopts a mixed methods approach, including a survey and interviews with workers and managers to gain insights into their expectations and experiences of work. The study considers themes for designing and implementing effective talent management procedures.

This study highlights the importance of employees' experiences of their work conditions, leveraging positive emotions and fair utilization of temporary agency work (TAW). Understanding the different work preferences of generational cohorts and addressing the challenges associated with owner disengagement and TAW can also contribute to attracting and retaining talent in the restaurant industry.

Skilled workers have often been portrayed as targets that need to be managed, with insufficient consideration given to their preferences, needs and expectations. With the findings of this study, companies can establish mutual understanding with their employees and attract diverse talent.

This study aims to identify articles examining human-robot interaction and the effects of robotic systems on employment.

In this research, electronic searches were performed for articles published between 2000 and 2022 in Emerald, Springer, PubMed, Science Direct, Wiley and Google Scholar. In the searches of robotic systems with keywords such as “motivation, job satisfaction, job loss, performance, job giving,” 5 quantitative and 5 qualitative studies were included in the systematic review. The selected research was conducted using the Johanna Briggs Analytical Cross-Sectional Studies Checklist from the Joanna Briggs Institute (JBI) critical evaluation lists and the JBI Critical Appraisal Checklist for Qualitative Research, depending on their type. The included studies are mostly on employee-robot collaboration.

Although the majority of the articles examined in this study are included in keywords or titles, it is determined that there is a gap in descriptive quantitative studies in the literature on the effects of employee-robot collaboration, robotic systems and robotic systems on variables such as motivation, job satisfaction, job loss, performance and employment, although they do not mention a framework that directly investigates human-robot interaction and the effects of robotic systems on employment.

There are several limitations in this study. One of them is that, although the databases are comprehensively scanned, only studies published in English between 2000 and 2022 are included in the systematic review. Another limitation is the heterogeneity between studies.

As a result of the authors’ findings, the practical effects of the research are reflected as follows: It serves as a guide for future studies to fill the gap in the field, especially for academics and researchers working in the field of social sciences on robotic systems and intelligent automations. In addition to the qualitative studies on this subject, there is a need for the use of robotic systems in the field of human resources and management and quantitative studies with more sample sizes, especially at the corporate (firms) and individual (employees) level. Considering that the number of studies on this subject is very insufficient, this research is important in terms of shedding light on future studies.

The authors believe that the impact of robotic systems on employment is one of the few conceptual articles that systematically examines 6 dimensions (job satisfaction, performance, job loss, employment, motivation, employment).

This paper aims to identify and report the differential effects of activity control and capability control on role stressors, which subsequently affect salespeople’s job satisfaction and sales performance.

Drawing on job demands-resources (JD-R) theory, the authors defined active control and customer demandingness as the job demands and capability control as the job resource, and designed their relationship with role stressors, which are indicated as role ambiguity, role conflict and role overload. The authors enrolled a sample of 223 industrial salespeople from pharmaceutical companies. After collecting the data, the authors used structural equation modeling using AMOS to test and estimate causal relationships along with a two-step approach to examine the interaction effect. The authors have also tested the simple slope of two-way interactions. All of the measured variables were identical to those used in previous studies.

The study findings indicate that behavior-based control can be counterproductive. Reducing activity control can decrease role stress, increase job satisfaction and improve job performance; increasing capability control, however, can reduce role stress and increase job satisfaction and performance. It is also important to acknowledge the external environment of the sales context in which behavior-based control is most effective: whereas high customer demandingness and capability control are related to reduced role stress, high customer demandingness and activity control are related to increased role stress.

Sales managers should recognize that different control management regimes reinforce or mitigate salespeople’s job stressors and outcomes under specific conditions (i.e. work environments marked by higher or lower customer demandingness).

Drawing on JD-R theory, the research shows that a behavior control (i.e. activity control and capability control) has differential, and even opposite, psychological consequences.

This interview study examines Hungarian journalists' and copywriters' expectations of generative AI’s impact on their professions and factors influencing these views during a period of hype.

While acknowledging the specialized knowledge of journalists and copywriters relative to the general public, the study employs the sociology of expectations framework to interpret their anticipations not as objective forecasts of the future, but rather as phenomena shaped by diverse influences. The research comprises 30 semi-structured interviews conducted in spring 2023 to explore these expectations and their contributing factors.

Results reveal ChatGPT’s media coverage as pivotal, encouraging the professionals interviewed to experiment with AI, reassess their roles, and cause a shift in their job expectations. At the same time, this shift was limited. Skepticism about hyperbolic media formulations, their own experiences with ChatGPT and projecting its constraints into the future, contextual factors, and optimism bias contributed to moderating their expectations. They perceived AI as an enhancer of efficiency and quality, not as a radical disruptor. Copywriters were more open to integrating AI in their work, than journalists.

The results underscore the importance of further research to explore subjective experiences associated with technological change, particularly considering their complex social, psychological, and cultural influences.

The study uniquely contributes to the sociology of expectations by highlighting how a complex interplay of factors can shape professionals' anticipation of the impact of AI on their careers, including optimism bias and media hype.

The purpose of this study is to determine the effect of optimistic expectations on job satisfaction at work and whether job crafting behaviour plays a mediating role in this effect. At the same time, this model presents the need for “expectation management” in the context of work psychology to the attention of all academics and practitioners.

To test the hypotheses of the study, data were obtained from 475 health-care workers in a public hospital. Hypotheses were tested using Process Macro Model of Hayes (2018).

The result of the analyses determined that the optimistic expectations for the organization as a whole have a positive effect on job satisfaction, both directly and indirectly, and that job crafting behaviour has a partial mediating role in this effect.

The first limitation is that the data were obtained only by a cross-sectional method. The second is that among the various workplace behaviours and workplace psychologies job crafting and job satisfaction were examined in the study. The partial mediation effect between the research variables reveals the existence of many other variables and constitutes the third limitation. The fourth is that only optimistic expectations effects on positive behaviours and positive psychological states were evaluated in this study. Finally, a fifth limitation of this study is that the sample is limited to those working in the health sector and public hospitals.

First, the data were obtained only by a cross-sectional method, and the longitudinal method was not implemented in how the study was designed. Second, among the workplace behaviours, only job crafting behaviour and only job satisfaction as a workplace psychology were analysed. Third, partial mediation effect was found to be among the other variables might indicate the role of additional variables that could be uncovered by further research. Fourth, only optimistic expectations and their effects on positive behaviours and positive psychological states at the workplace were evaluated. Fifth, the sample is limited to those working in the health sector and public hospitals.

This study draws attention to “Expectation Management” as a management activity worth exploring and its potential in terms of social and working relations.

This study provides versatile answers to the question of why individuals perform differently despite working under the same conditions. The model suggested in the study takes the conventional way of thinking in the literature one step further by offering an alternative answer to this critical question, whose answers we have been discovering step by step since the Hawthorne studies. In addition, the proposed model draws attention to the need for “expectation management” in the context of business psychology in theory and practice.

This study investigated the influence of ambiguous customer expectations and customer demandingness, which reflect hindrance and challenge demands, on the boundary spanning behaviors (BSBs) of frontline bank employees (FBEs) through person-job fit and work engagement. It also examined the moderating effect of customer stewardship between job demands and work engagement.

Data of 296 FBEs in the retail banking industry in the Republic of Korea were collected through an online survey and analyzed.

Ambiguous customer expectations acted as hindrance demands and negatively affected FBEs' psychological process. Additionally, customer demandingness positively affected FBEs' psychological process as challenge demands. Moreover, person-job fit and work engagement improved the BSBs of FBEs as a psychological motivation process. Lastly, customer stewardship buffered the negative influence of ambiguous customer expectations on work engagement while strengthening the positive influence of customer demandingness on work engagement.

This study contributes to the marketing literature by presenting customer-related characteristics influencing the BSBs of FBEs and exploring the psychological response processes. First, this study presents empirical evidence that ambiguous customer expectations and customer demandingness play the role of hindrance and challenge demands, respectively. Second, it confirms that customer-related characteristics affect the BSBs of FBEs through psychological processes. Finally, it enriches the authors' understanding of customer stewardship as a job resource by exploring the role of customer stewardship in moderating the relationship between different types of job demands and work engagement.

Building on the premise of conservation of resources theory (COR) that people protect their knowledge as a resource, the authors questioned whether the contextual nature of job resources buffers the counterintuitive positive relationship between evasive knowledge hiding (KH) and task performance.

Two multisource field survey studies were conducted to examine the moderating influence of task-job resources on the knowledge hiders' task performance. Hierarchical regression analyses tested the main effect of evasive KH on task performance. In addition, conditional process analyses were applied to examine two-way and three-way interactions of evasive KH, job autonomy and task variety.

The data analysis showed a positive relationship between evasive KH and task performance. Moreover, the authors found that employees receiving accumulative task-job resources continued to hide knowledge and used abundant resources to increase their task performance further. However, contrary to expectations, for employees—who received partial task-job resources—their task performance deteriorated when evasively hiding knowledge.

Managers and human resource practitioners should acknowledge that employees' evasive KH to co-workers is not always wrong and should not be treated like it is. Moreover, they are endorsed to pay attention and invest in job resources since job autonomy and task variety create a beneficial context for knowledge holders' task performance.

The authors provided novel theoretical (the gain-loss perspective of COR theory) and consistent empirical (confirmed by two field-study evidence) arguments for an important contextual role of an HRM practice of job design in shaping the underrepresented knowledge behavior–task performance relationship.

The present study aims to understand the relationship between psychological contract breach (PCB) and outcome variables with mediation role of job stress, psychological empowerment and moderating role of learned helplessness.

Descriptive cross-sectional research design was deployed. Data were collected from the Indian public sector bank employees, especially from those who are regularly going to the banks even during the lockdown situation. A total of 239 respondents were contacted via online and offline method.

The authors reported that bank employees feel the breach of psychological contract which induced job stress. Further, job stress negatively impacts their psychological empowerment and psychological empowered employees exhibit increased innovative behavior and well-being. The authors also found that job stress and psychological empowerment mediated the relationship between PCB and outcome variables, and learned helplessness moderates this relationship. The current study captures the psychological response of employees during the pandemic era.

The study also highlights that during the pandemic, when majority of the employers have given work from home, the public sector employees were regularly going to the banks with fragile mindset. The banks' managers and HR managers can also understand that how the fulfillment of expectations is important not only for employee well-being but also for the health of the organization.

Introduction: The notion of job losses during energy transition phases and their influences on fossil fuel economies have been debated in various aspects. Meanwhile, unemployment and poverty have been critical economic challenges for many developing countries, even the resource-rich countries in the Middle East. Concurrently, no country so far is poverty-free and has not entirely fulfilled Sustainable Development Goals (SDG) Nos. 1 and 8, as many resource-rich countries account for the significant global poverty and unemployment, such as Nigeria, Iraq, Yemen, and Venezuela.

Purpose: The issue of green transition has created new fears for the job market in the fossil fuel economies, where the lives of many people could be mainly affected. This study investigates the macroeconomic challenges of green transition and the macroeconomic consequences that fossil fuel economies will deal with.

Methodology: This study follows content analysis and a desk-search review of job loss during the green transition in the context of fossil fuel economies. In addition, the descriptive analysis is just a clear understanding of the fundamental review of the topic that will lead to another cross-country analysis study based on in-depth knowledge and analysing data.

Findings: The European Green Deal (EGD) will have profound economic, social, and political implications for fossil fuel-dependent economies for various reasons. First, fossil fuel economies are less diversified; the economy depends on a single commodity; the systems must be developed and people must prepare for a quick economic transition.