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Article
Publication date: 19 May 2023

Weimo Li, Yaobin Lu, Peng Hu and Sumeet Gupta

Algorithms are widely used to manage various activities in the gig economy. Online car-hailing platforms, such as Uber and Lyft, are exemplary embodiments of such algorithmic…

Abstract

Purpose

Algorithms are widely used to manage various activities in the gig economy. Online car-hailing platforms, such as Uber and Lyft, are exemplary embodiments of such algorithmic management, where drivers are managed by algorithms for task allocation, work monitoring and performance evaluation. Despite employing substantially, the platforms face the challenge of maintaining and fostering drivers' work engagement. Thus, this study aims to examine how the algorithmic management of online car-hailing platforms affects drivers' work engagement.

Design/methodology/approach

Drawing on the transactional theory of stress, the authors examined the effects of algorithmic monitoring and fairness on online car-hailing drivers' work engagement and revealed the mediation effects of challenge-hindrance appraisals. Based on survey data collected from 364 drivers, the authors' hypotheses were examined using partial least squares structural equation modeling (PLS-SEM). The authors also applied path comparison analyses to further compare the effects of algorithmic monitoring and fairness on the two types of appraisals.

Findings

This study finds that online car-hailing drivers' challenge-hindrance appraisals mediate the relationship between algorithmic management characteristics and work engagement. Algorithmic monitoring positively affects both challenge and hindrance appraisals in online car-hailing drivers. However, algorithmic fairness promotes challenge appraisal and reduces hindrance appraisal. Consequently, challenge and hindrance appraisals lead to higher and lower work engagement, respectively. Further, the additional path comparison analysis showed that the hindering effect of algorithmic monitoring exceeds its challenging effect, and the challenge-promoting effect of algorithmic fairness is greater than the algorithm's hindrance-reducing effect.

Originality/value

This paper reveals the underlying mechanisms concerning how algorithmic monitoring and fairness affect online car-hailing drivers' work engagement and fills the gap in the research on algorithmic management in the context of online car-hailing platforms. The authors' findings also provide practical guidance for online car-hailing platforms on how to improve the platforms' algorithmic management systems.

Details

Information Technology & People, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0959-3845

Keywords

Article
Publication date: 2 May 2017

Fei Zhu, Katrin Burmeister-Lamp and Dan Kai Hsu

The purpose of this paper is to examine how family support affects challenge and hindrance appraisals, which in turn, influence entrepreneurs’ venture exit intention drawing on…

1092

Abstract

Purpose

The purpose of this paper is to examine how family support affects challenge and hindrance appraisals, which in turn, influence entrepreneurs’ venture exit intention drawing on the challenge-hindrance job stressor model, family support, and the venture exit literature.

Design/methodology/approach

An experimental study (Study 1) was conducted to establish the relationships among family support, challenge and hindrance appraisals, and entrepreneurs’ venture exit intention. Two survey studies (Study 2 and Study 3) were conducted to extend the external validity of findings in Study 1 and to examine whether the theoretical framework holds in both the US and Chinese contexts.

Findings

All three studies demonstrate that family support decreases entrepreneurs’ venture exit intention by reducing hindrance appraisal. Study 3 also shows the mediating role of challenge appraisal in the family support – venture exit intention relationship.

Originality/value

This research contributes to the family embeddedness perspective not only by showing its relevance to the venture exit context but also by validating the relationship of family support with cognitive appraisals and venture exit intention in two cultural contexts. It also contributes to venture exit research by highlighting the unique role of cognitive appraisals in the formation of entrepreneurs’ venture exit intention.

Details

International Journal of Entrepreneurial Behavior & Research, vol. 23 no. 3
Type: Research Article
ISSN: 1355-2554

Keywords

Article
Publication date: 5 December 2023

Shixuan Fu, Jianhua Jordan Yu, Huimin Gu and Xiaoxiao Song

Shifting to OLSL classes during the pandemic can bring learners ambivalent experiences: negative, positive or both appraisals toward the technologies. However, few studies have…

Abstract

Purpose

Shifting to OLSL classes during the pandemic can bring learners ambivalent experiences: negative, positive or both appraisals toward the technologies. However, few studies have examined how ambivalent experiences can influence students' learning behaviors, specifically cyberslacking and active participation. Using the challenge-hindrance stressor framework, this study investigates the impact of challenge and hindrance appraisals on these learning behaviors.

Design/methodology/approach

This study uses a mixed methods approach to answer research questions. An interview was conducted to identify the key components of ambivalent appraisals, and a survey was conducted to empirically examine the impact of challenge and hindrance appraisals on learners' behaviors in online live streaming learning (OLSL) contexts. The data of 675 university students were analyzed using structural equation modeling.

Findings

This study found that hindrance appraisal leads to cyberslacking while challenge appraisal leads to active participation, but it can also cause cyberslacking. Social presence has a double-edged effect, acting as both a facilitator and inhibitor, strengthening the effect of hindrance appraisal on cyberslacking and the impact of challenge appraisal on active participation.

Originality/value

Prior studies have primarily focused on the negative side (techno-distress) of technology appraisals. This study simultaneously examines the positive side, techno-eustress, on learners' behaviors in OLSL contexts, and explores the moderating effects of social presence. This study contributes to the technostress and technology adaptation literature by revealing how technology-induced ambivalent appraisals impact behavioral responses. It offers important theoretical and practical implications for education tool designers.

Details

Information Technology & People, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0959-3845

Keywords

Article
Publication date: 22 October 2020

Michael Kronenwett and Thomas Rigotti

Drawing from both the transactional theory of stress and the conservation of resources theory, this paper sets out to investigate the role of demand-specific challenge and…

1138

Abstract

Purpose

Drawing from both the transactional theory of stress and the conservation of resources theory, this paper sets out to investigate the role of demand-specific challenge and hindrance appraisal of emotional demands, as well as time pressure and perceived goal progress within the challenge–hindrance framework.

Design/methodology/approach

For this research, 91 employees provided daily diary data for one working week. Focusing on within-persons effects, multilevel moderated mediation models using multilevel path analyses were applied.

Findings

Both emotional demands and time pressure exert positive effects on work engagement when people expect resource gain (challenge appraisal), independent of actual resource gain (achievement). Furthermore, results show that goal progress buffers negative effects of perceived blocked resource gain (hindrance appraisal) on both emotional and motivational well-being.

Originality/value

This research proposes an extension and refinement of the challenge–hindrance stressor framework to explain health-impairing and motivational processes of emotional demands and time pressure, combining reasoning from both appraisal and resource theory perspectives. The study identifies demand-specific challenge and hindrance appraisals as mediators linking demands to emotional and motivational well-being, emphasizing the influence of goal progress as a resource on these relations.

Details

Journal of Managerial Psychology, vol. 37 no. 5
Type: Research Article
ISSN: 0268-3946

Keywords

Book part
Publication date: 12 September 2022

Li Ding

This chapter aims to (1) examine the effect of full-time employees’ STARA awareness on innovative work behavioural intentions in US casual dining restaurants; (2) investigate the…

Abstract

This chapter aims to (1) examine the effect of full-time employees’ STARA awareness on innovative work behavioural intentions in US casual dining restaurants; (2) investigate the mediating roles of employees’ challenge–hindrance appraisals of STARA awareness on the relationship between their STARA awareness and innovative work behavioural intentions; (3) compare the group differences between management employees and non-management employees; and (4) provide recommendations for the casual dining restaurants.

This chapter employed an online survey to collect data from 609 full-time employees in US casual dining restaurants, including 306 management employees and 303 non-management employees. Partial least squares–structural equation modelling was applied for data analysis. The results reveal that the high levels of employees’ STARA awareness raise innovative work behavioural intentions through the mediations of challenge appraisal of STARA awareness.

The proposed conceptual framework and empirical findings in this chapter enrich the literature of cognitive appraisal theory, transactional model and stress, two-dimensional stressor framework, and person-environment fit theory. Employees’ challenge appraisal of STARA awareness makes the job insecurity stressor to drive innovative work behavioural intentions. As STARA adoption deepens in casual dining restaurants, managers need to be aware of full-time employees’ stress and psychological responses towards STARA adoption. Restaurants are suggested to provide employees with adequate resources and support to help employees’ professional competency growth. The capable employees will appraise the job insecurity stressor induced by STARA adoption as an opportunity and be motivated to perform innovatively in the workplace. The casual dining restaurants may enjoy a competitive advantage in the market through value-added innovative activities.

Details

Global Strategic Management in the Service Industry: A Perspective of the New Era
Type: Book
ISBN: 978-1-80117-081-9

Keywords

Book part
Publication date: 10 October 2022

Andrea Bazzoli and Tahira M. Probst

Extant research on job insecurity has traditionally investigated this construct as a hindrance stressor, based on theoretical developments and meta-analytical results that have

Abstract

Extant research on job insecurity has traditionally investigated this construct as a hindrance stressor, based on theoretical developments and meta-analytical results that have shown consistent negative relationships between job insecurity and a host of organizational outcomes. In this chapter, the authors take a person-centered perspective based on the transactional theory of stress and argue that employees can and do appraise job insecurity in different ways which is manifested by qualitatively distinct latent profiles. The authors also argue that certain positive psychological variables (i.e., hope, optimism, self-efficacy, and grit) might influence one’s odds to belong to specific appraisal latent classes. Using a cross-lagged dataset of 322 US-based employees, the authors found evidence of five qualitatively different latent profiles (i.e., employees who viewed job insecurity as: (1) irrelevant, (2) simultaneously moderately challenging and hindering, (3) primarily hindering, (4) both highly challenging and highly hindering, or (5) primarily challenging). Further, the results showed that higher grit was associated with higher odds of belonging to any of the appraisal profiles compared to the high challenge/high hindrance group whereas higher self-efficacy was associated with higher odds of belonging to the irrelevant group compared to any of the appraisal profiles. Hope and optimism, however, did not influence latent class membership. The authors discuss the implications for theory and practice considering seemingly paradoxical findings demonstrating sometimes positive and sometimes negative outcomes of job insecurity, as well as traditional assumptions that employees primarily view job insecurity as either a hindrance or a challenge.

Details

Examining the Paradox of Occupational Stressors: Building Resilience or Creating Depletion
Type: Book
ISBN: 978-1-80455-086-1

Keywords

Article
Publication date: 26 May 2023

Changqing He, Rongrong Teng and Jun Song

This study aims to explore the associations linking employees’ challenge-hindrance appraisals toward artificial intelligence (AI) to service performance while considering the dual…

2383

Abstract

Purpose

This study aims to explore the associations linking employees’ challenge-hindrance appraisals toward artificial intelligence (AI) to service performance while considering the dual mediating roles of job crafting and job insecurity, as well as the moderating role of AI knowledge.

Design/methodology/approach

A survey was administered to a sample of 297 service industry employees. This study examined all the hypotheses with Mplus 8.0.

Findings

This study confirms that challenge appraisal toward AI has an indirect positive influence on service performance via job crafting (motivation process), whereas hindrance appraisal toward AI has an indirect negative influence on service performance via job insecurity (strain process). Meanwhile, AI knowledge, serving as a key personal resource, could strengthen the positive impacts of challenge appraisal toward AI on job crafting and of hindrance appraisal toward AI on job insecurity.

Practical implications

Organizational decision-makers should first survey employees’ appraisals toward AI and then adopt targeted managerial strategies. From the perspective of service industry employees, employees should adopt proactive coping strategies and enrich their knowledge of AI to meet the challenges brought by this technology.

Originality/value

The primary contribution of this study is that we enrich the literature on AI by exploring the dual mediators (i.e. job crafting and job insecurity) through which AI awareness affects service performance. Moreover, this study advances our understanding of when appraisals toward AI influence job outcomes by identifying the moderating role of AI knowledge.

Details

International Journal of Contemporary Hospitality Management, vol. 36 no. 3
Type: Research Article
ISSN: 0959-6119

Keywords

Article
Publication date: 20 January 2023

Jing Zhan and Yue Zhao

The purpose of this study is to explore a balanced understanding of the relationship between perceived occupational stigma and social workers’ proactive behaviors in China…

Abstract

Purpose

The purpose of this study is to explore a balanced understanding of the relationship between perceived occupational stigma and social workers’ proactive behaviors in China. Drawing on cognitive appraisal theory, this study explored the mediating role of threat and challenge appraisals, as well as the moderating role of trait resilience.

Design/methodology/approach

Data were collected using a time-lagged research design. The hypotheses were examined using a sample of 338 social workers in China.

Findings

Perceived occupational stigma is appraised as both a challenge and a threat simultaneously. Challenge appraisal positively mediated perceived occupational stigma and proactive behavior, whereas threat appraisal negatively mediated this relationship. Trait resilience moderated the effect of threat appraisal, suggesting that perceived occupational stigma was appraised as a threat when trait resilience was lower (rather than higher), which then reduced social workers’ proactive behaviors.

Originality/value

This study enriches the literature on perceived occupational stigma by identifying the relationship and mechanism of perceived occupational stigma-proactive behaviors and a boundary condition from the theoretical perspective of cognitive appraisals. It demonstrates both the positive and negative aspects of perceived occupational stigma as appraised by social workers in relation to an important workplace outcome of proactive behaviors. In addition, it offers a fresh approach by exploring perceived occupational stigma from the perspective of social workers.

Details

Cross Cultural & Strategic Management, vol. 30 no. 2
Type: Research Article
ISSN: 2059-5794

Keywords

Article
Publication date: 11 June 2019

Sandra Ohly

Although the appraisal of a situation as challenging has positive effects on performance and stress-related outcomes, the situational and individual characteristics that make…

Abstract

Purpose

Although the appraisal of a situation as challenging has positive effects on performance and stress-related outcomes, the situational and individual characteristics that make challenge appraisal likely are far from clear. The purpose of this paper is to test these characteristics based on a review of the conceptualizations of challenge and the associated positive effects.

Design/methodology/approach

Potential characteristics of challenge are tested in two policy-capturing studies using a full factorial experimental design.

Findings

Results reveal that situations are appraised as more challenging than threatening when goal importance, task difficulty and controllability are high rather than low.

Research limitations/implications

These results indicate that challenge and threat are distinguished through the means a person believes to have available to cope with demands, an aspect of controllability.

Originality/value

This paper provides a first experimental test of characteristics of challenging situations.

Details

Journal of Managerial Psychology, vol. 34 no. 3
Type: Research Article
ISSN: 0268-3946

Keywords

Article
Publication date: 26 February 2021

Yasir Mansoor Kundi, Shakir Sardar and Kamal Badar

The purpose of this paper is to investigate the mediating role of threat and challenge appraisals in the relationship between performance pressure and employees' work engagement…

3085

Abstract

Purpose

The purpose of this paper is to investigate the mediating role of threat and challenge appraisals in the relationship between performance pressure and employees' work engagement, as well as the buffering role of emotional stability, as a personal characteristic, in this process.

Design/methodology/approach

Data were collected using a three-wave research design. Hypotheses were examined with a sample of 247 white-collar employees from French organizations.

Findings

Performance pressure is appraised as either threat or challenge. Challenge appraisal positively mediated the performance pressure and work engagement relationship, whereas threat appraisal negatively mediated the performance pressure and work engagement relationship. Emotional stability moderated these effects, suggesting performance pressure was appraised as a challenge rather than a threat, which then enhanced employee work engagement.

Practical implications

This study has shown that employees with high emotional stability who perceived performance pressure as a challenge achieved stronger employee work engagement.

Originality/value

Building on Lazare's theory of stress and Mitchell et al. 's theorization, this research demonstrates mediating and moderating mechanisms driving the role of performance pressure on employee work engagement relationships.

Details

Personnel Review, vol. 51 no. 3
Type: Research Article
ISSN: 0048-3486

Keywords

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