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Cheung F, Wu D, Zheng Y, Li C. An investigation of psychological well-being among platform riders in mainland China. BMC Public Health 2025; 25:1647. [PMID: 40319308 PMCID: PMC12048924 DOI: 10.1186/s12889-025-22946-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 04/25/2025] [Indexed: 05/07/2025] Open
Abstract
OBJECTIVES This study examined the relationships between work stressors (i.e., precarious work conditions, customer incivility, fast work pace, and job insecurity) and their relations with job satisfaction and emotional exhaustion among platform drivers in mainland China. In addition, we tested whether psychological capital (PsyCap) moderated the hypothesized relationships. METHODS 2539 platform drivers (Men = 2244; Women = 295, Mean age = 28.18, SD = 6.38) in Mainland China were recruited. RESULTS Work stressors were positively related to emotional exhaustion but negatively associated with job satisfaction. Regarding the hypothesized moderating effect, PsyCap moderated the association between precarious work conditions and fast work pace in predicting job satisfaction. Furthermore, PsyCap also interacted with precarious work conditions, job insecurity, and customer incivility in predicting emotional exhaustion. CONCLUSION The occupational well-being of platform drivers was significantly related to their working conditions. PsyCap is a salient factor that alleviates the negative work stressors that affect these outcomes.
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Affiliation(s)
- Francis Cheung
- Department of Psychology, Lingnan University, Tuen Mun, Hong Kong.
| | - Dan Wu
- School of Psychology, Shenzhen University, Shenzhen, Guangdong, China
- The Shenzhen Humanities & Social Sciences Key Research Bases of the Center for Mental Health, Shenzhen, Guangdong, China
| | | | - Chen Li
- Shenzhen University, Shenzhen, China
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Zwettler C, Straub C, Spurk D. Kicking off a Gig Work Career: Unfolding a Career Learning Cycle of Gig Workers. JOURNAL OF CAREER ASSESSMENT 2024; 32:650-677. [PMID: 39319276 PMCID: PMC11416902 DOI: 10.1177/10690727231212188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
We observe gig workers' retrospective sense-making of their career development, from creating an account on online labor platforms to managing gigs successfully. Our data reveals that gig workers advance through three career stages in their initial career learning cycle. We identify each stage as characterized by stage-specific emotions and that they react with specific behaviors to gig work challenges. Gig work challenges that occur in the platform environment are namely the newbie challenge, the positioning and relational challenge, and the balancing challenge, which workers need to overcome in order to transition to the next stage. In line with contemporary career and protean career theory on career learning cycles, gig workers need to build a set of specialized skills and meta-competencies to successfully navigate their careers. As an outcome of the here-described career learning cycle, gig workers develop an entrepreneurial identity aspiration, as they are empowered and can use the platform as a playground or stepping stone for entrepreneurial activities. Our paper, thus, develops an understanding of gig workers' initial career learning cycle by examining the factors that enable gig workers to kick off a career and allow them to thrive and advance on the platforms professionally.
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Affiliation(s)
- Clara Zwettler
- Department of Work and Organizational Psychology, University of Bern, Switzerland
| | - Caroline Straub
- New Work Institute, Bern University of Applied Sciences, Switzerland
| | - Daniel Spurk
- Department of Work and Organizational Psychology, University of Bern, Switzerland
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Liu R, Yin H. How Algorithmic Management Influences Gig Workers' Job Crafting. Behav Sci (Basel) 2024; 14:952. [PMID: 39457824 PMCID: PMC11504671 DOI: 10.3390/bs14100952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 09/20/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
Algorithmic management, as a digital management tool in the gig economy, has become a hotspot of concern at the intersection of theory and practice. However, there is a lack of research on the mechanisms and boundary conditions through which algorithmic management affects gig workers' job crafting. Based on the social information processing theory, this study constructed a dual-mediation model of how algorithmic management influences gig workers' job crafting through gameful experience and perceived job autonomy. Data from 687 valid samples were collected through a two-stage survey and statistically analyzed using structural equation modeling (SEM). The results demonstrate that algorithmic management increases gig workers' promotion-focused job crafting behaviors (increasing job resources and challenging job demands) by stimulating their gameful experiences and increases gig workers' prevention-focused job crafting behaviors (decreasing hindering job demands) by inhibiting their perceived job autonomy. In addition, the higher-order personality trait core self-evaluation moderates the relationship between algorithmic management and gameful experience and perceived job autonomy, as well as the indirect effects of algorithmic management on job crafting through gameful experiences and perceived job autonomy. This study advances empirical research on algorithmic management in the field of the gig economy and human resource management practices. Crucially, it provides practical insights for optimizing algorithmic systems in platform companies, potentially enhancing their efficiency and economic benefits.
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Affiliation(s)
| | - Haorong Yin
- School of Business, Hohai University, Nanjing 211100, China;
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Felix B, Dourado D, Nossa V. Algorithmic management, preferences for autonomy/security and gig-workers' wellbeing: A matter of fit? Front Psychol 2023; 14:1088183. [PMID: 36910791 PMCID: PMC9998471 DOI: 10.3389/fpsyg.2023.1088183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/06/2023] [Indexed: 02/26/2023] Open
Abstract
The objective of this study was to understand how gig-workers interpret the effects of their laboral activity on their wellbeing. We developed a grounded theory based on interviews with 57 Brazilian gig-workers. The results show that (1) workers and gig-work organizations have preferences for work relationships with more autonomy or security; (2) when there is a congruence of preferences, the worker experiences greater wellbeing, and when the preferences diverge, there are episodes of preference violations that, when repeated, reduce worker wellbeing; and (3) however, not everything is a matter of fit: when both individuals and organizations have the same preference (for example, for more autonomy and less security), worker wellbeing may be vulnerable to abuse, for example, in terms of an unsustainable workload. Our study draws attention to an integrated discussion of the benefits and harms of algorithmic management, which allows overcoming a polarized view in which it would be seen only as beneficial or harmful to workers.
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Affiliation(s)
- Bruno Felix
- Department of Accounting and Business Administration, Fucape Business School, Vitória, Brazil
| | - Diego Dourado
- Department of Accounting and Business Administration, Fucape Business School, Vitória, Brazil
| | - Valcemiro Nossa
- Department of Accounting and Business Administration, Fucape Business School, Vitória, Brazil
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Toward a sustainable career perspective on contingent work: a critical review and a research agenda. CAREER DEVELOPMENT INTERNATIONAL 2022. [DOI: 10.1108/cdi-06-2022-0181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
PurposeThe purpose of this paper is to provide a synthesis of the contingent work field and to advocate a sustainable career perspective on contingent work.Design/methodology/approachAdopting a broader review approach allowed to synthesize the contingent work literature across contingent work types (temporary agency work, gig work and freelance work) and develop a sustainable career perspective on contingent work. The authors searched for empirical, conceptual and review articles published from 2008 to December 2021. In total, the authors included 208 articles.FindingsThe authors advocate a sustainable career perspective that allows for organizing and synthesizing the fragmented contingent work literature. Adopting a sustainable career perspective enables to study contingent work from a dynamic perspective transcending one single organization.Originality/valueThe field is suffering from fragmentation and most importantly from an oversight of how contingent work experiences play a role in a persons’ career. This paper addresses this problem by adopting a sustainable career perspective on contingent work.
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Schuster T, Bader AK, Bader B, Rousseau DM. Does what happens abroad stay abroad? Displaced aggression and emotional regulation in expatriate psychological contracts. JOURNAL OF OCCUPATIONAL AND ORGANIZATIONAL PSYCHOLOGY 2022. [DOI: 10.1111/joop.12405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Tassilo Schuster
- University of Bamberg/Fraunhofer Institute for Integrated Circuits IIS Nuernberg Germany
| | | | - Benjamin Bader
- Newcastle University Business School Newcastle upon Tyne UK
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Luffarelli J, Delre SA, Landgraf P. How has the effect of brand personality on customer-based brand equity changed over time? Longitudinal evidence from a panel data set spanning 18 years. JOURNAL OF THE ACADEMY OF MARKETING SCIENCE 2022; 51:598-616. [PMID: 35991119 PMCID: PMC9375090 DOI: 10.1007/s11747-022-00895-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 07/16/2022] [Indexed: 06/15/2023]
Abstract
UNLABELLED Using a panel data set (n = 49,626), this research tests opposing hypotheses about the influence of brand personality dimensions (BPDs) on customer-based brand equity (CBBE) and the evolution of this influence over an 18-year period. The results show that, on average, the BPDs of excitement, competence, and sincerity have more positive effects on CBBE than sophistication and ruggedness. Furthermore, the effects of sincerity, sophistication, and ruggedness on CBBE have declined over time while the effects of excitement and competence have grown more positive: A 1% change in excitement is associated with a .45% change in CBBE in 2001 and a .71% change in 2018 (a 58% increase), while a 1% change in competence is associated with a .42% change in CBBE in 2001 and a .60% change in 2018 (a 43% increase). How these effects vary between countries, industry sectors, and brand types is also explored. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s11747-022-00895-2.
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Affiliation(s)
- Jonathan Luffarelli
- Montpellier Business School, 2300 Avenue des Moulins, 34080 Montpellier, France
| | - Sebastiano A. Delre
- Montpellier Business School, 2300 Avenue des Moulins, 34080 Montpellier, France
| | - Polina Landgraf
- University of Virginia, McIntire School of Commerce, 125 Ruppel Drive, Charlottesville, VA 22903 USA
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Basu S, Majumdar B, Mukherjee K, Munjal S, Palaksha C. The role of artificial intelligence in HRM: A systematic review and future research direction. HUMAN RESOURCE MANAGEMENT REVIEW 2022. [DOI: 10.1016/j.hrmr.2022.100893] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Schärrer L, Sender A. Boomerang independent contractors: an experimental study using a psychological contract approach. INTERNATIONAL JOURNAL OF HUMAN RESOURCE MANAGEMENT 2021. [DOI: 10.1080/09585192.2021.2013922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Laura Schärrer
- Center for Human Resource Management, University of Lucerne, Lucerne, Switzerland
| | - Anna Sender
- Center for Human Resource Management, University of Lucerne, Lucerne, Switzerland
- Institute of Business and Regional Economics IBR, Lucerne University of Applied Sciences and Arts, Lucerne, Switzerland
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Langer M, König CJ. Introducing a multi-stakeholder perspective on opacity, transparency and strategies to reduce opacity in algorithm-based human resource management. HUMAN RESOURCE MANAGEMENT REVIEW 2021. [DOI: 10.1016/j.hrmr.2021.100881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Lin L, Lin Y, Lin S. The Journey of Business Opportunity Evaluation: When and Why Does Opportunity Novelty Promote Vs. Inhibit Opportunity Adoption? Front Psychol 2021; 12:732565. [PMID: 34712179 PMCID: PMC8545874 DOI: 10.3389/fpsyg.2021.732565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 09/13/2021] [Indexed: 11/13/2022] Open
Abstract
As a typical characteristic of entrepreneurial opportunities, novelty is essential for firms to establish and maintain a sustainable competitive advantage under the current complex and dynamic business environment. However, why is it that some entrepreneurs adopt novel opportunities but others do not. Little is known about the precise nature of cognitive evaluation for opportunity novelty. Drawing upon information processing theory and construal level theory (CLT), we propose that the effects of opportunity novelty on adoption decisions depend on entrepreneurs' construal level through which information is processed. We design an experiment and find partial support for our hypotheses. Results indicate that entrepreneurs using a low-level construal perceive more risk for opportunity novelty, which in turn decreases the possibility of opportunity adoption. Meanwhile, opportunity novelty also positively influences entrepreneurs' creativity perception, which in turn increases the possibility of opportunity adoption. But construal level does not play any role in this evaluation path. Taken together, the findings improve our understanding of “how entrepreneurs evaluate an opportunity based on its objective characteristics” by providing empirical insights into the cognitive information processing process from opportunity novelty to adoption. Additionally, we discuss implications for entrepreneurial practice and future research.
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Affiliation(s)
- Lin Lin
- Business School, Central University of Finance and Economics, Beijing, China
| | - Yanan Lin
- Business School, Central University of Finance and Economics, Beijing, China
| | - Song Lin
- Business School, Central University of Finance and Economics, Beijing, China
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Langer M, Landers RN. The future of artificial intelligence at work: A review on effects of decision automation and augmentation on workers targeted by algorithms and third-party observers. COMPUTERS IN HUMAN BEHAVIOR 2021. [DOI: 10.1016/j.chb.2021.106878] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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Hartman NS, Karriker JH. Preparing managers for a reconfigured world: management education's new gig. JOURNAL OF MANAGEMENT DEVELOPMENT 2020. [DOI: 10.1108/jmd-05-2020-0164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeThe purpose of this paper is to draw attention to the lack of a clear theoretical framework in management education programs to allow students to understand the world in which gig workers operate. The article asserts the need for practical guidance for pedagogy to prepare students to manage in the gig economy.Design/methodology/approachThis paper provides a rationale for the assertion that, beyond training students to create their own work configurations in the new world of work, management education should acquaint students with the specific challenges faced by managers responsible for a spectrum of workers in various work configurations. This paper explicates gig work configurations and offers theoretical and practical issues related to worker and manager identity to be considered in the development of an educational framework.FindingsManagement curricula over time have successfully augmented several competencies to the manager identity. Bolstering the competency of simultaneously managing employees working in multiple employment arrangements is the next natural progression of management education.Practical implicationsParticular challenges for prospective “gig managers” may relate to the management of somewhat elusive processes that enhance their own and their workers' organizational identity and related outcomes.Originality/valueThe authors invoke the literature of holding environments for identity development, along with the distinctness and inclusion facets of Kegan's theory of the evolution of consciousness and tenets of institutional theory, in a call for the examination of methods that may help aspirant managers recognize distinction and inclusion needs in others and cultivate tools to assist in their workers' need fulfillment.
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Zhao Y, Xie B. Cognitive Bias, Entrepreneurial Emotion, and Entrepreneurship Intention. Front Psychol 2020; 11:625. [PMID: 32425842 PMCID: PMC7212411 DOI: 10.3389/fpsyg.2020.00625] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 03/16/2020] [Indexed: 11/13/2022] Open
Abstract
Although numerous studies have explored the factors influencing entrepreneurial activity, there is a lack of a theoretical basis for linking these factors to entrepreneurship behavioral intention. The current study uses the theory of self-regulating attitude to construct a theoretical model of examining the relationship among cognitive bias, entrepreneurial emotion, and entrepreneurship intention. A total of 312 valid samples were collected from college students at a Chinese university. The bootstrapping method was used to test the multi-mediation hypotheses. Our research found that positive entrepreneurial emotion plays a mediating role in the relationship between optimism and entrepreneurship intention, whereas negative entrepreneurial emotion plays a mediating role in the relationship between overconfidence and entrepreneurship intention. These findings underline the importance of a correct understanding of cognitive bias and entrepreneurial emotion in the process of entrepreneurship.
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Affiliation(s)
- Yijun Zhao
- Economics and Management School, Wuhan University, Wuhan, China
| | - Baoguo Xie
- School of Management, Wuhan University of Technology, Wuhan, China
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Healy J, Pekarek A, Vromen A. Sceptics or supporters? Consumers’ views of work in the gig economy. NEW TECHNOLOGY WORK AND EMPLOYMENT 2020. [DOI: 10.1111/ntwe.12157] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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What’s the gig deal? Examining contemporary work issues in the gig economy. INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY-PERSPECTIVES ON SCIENCE AND PRACTICE 2020. [DOI: 10.1017/iop.2019.116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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