scholarly journals Influences of artificial intelligence (AI) awareness on career competency and job burnout

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Haiyan Kong ◽  
Yue Yuan ◽  
Yehuda Baruch ◽  
Naipeng Bu ◽  
Xinyu Jiang ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Adverse Effect ◽  
Human Capital ◽  
Human Resources ◽  
Hospitality Industry ◽  
Job Burnout ◽  
Content Type ◽  
Positive Effects ◽  
The Relationship ◽  
Career Competencies

Purpose The prevalence of artificial intelligence (AI) has considerably affected management and society. This paper aims to explore its potential impact on hospitality industry employees, bringing enlightenment to both employees and managers. Design/methodology/approach Data were collected from a survey of 432 employees who worked in full-service hotels in China. Structural equation modeling (SEM) was used to analyze the data. Findings Results presented a positive relationship between AI awareness and job burnout. No significant direct relationship was found between AI awareness and career competencies. Organizational commitment mediated the relationship between AI awareness and career competencies, as well as the relationship between AI awareness and job burnout. Research limitations/implications This study contributes to human resource management in the hospitality industry to theoretical and practical aspects. Theoretically, it enriched both career theory and fit theory. Practically, this study reminds managers to pay attention to the adverse effect of AI on human capital. It also enlightens the manager to think of the positive effects that AI may bring. Managers should provide proper support to overcome AI’s threat to human resources. Practical implications Practically, this study reminds managers to pay attention to the adverse effect of AI on human capital. It also enlightens the manager to think of the positive effects that AI may bring. Managers should provide proper support to overcome AI’s threat to human resources. Originality/value The study aims to analyze the impact of AI from a career perspective. It provided theoretical support and evidence for hotel managers for the effects of AI awareness on hotel employees. The study conveys a potential topic of concern that the hospitality industry may face in the future.

The relationship between customer orientation, emotional labour and job burnout

2017 ◽  
Vol 8 (2) ◽  
pp. 54-76 ◽  
Author(s):  
Xue Wu ◽  
An-Jin Shie
Keyword(s):  
Emotional Intelligence ◽  
Hospitality Industry ◽  
Hospitality Management ◽  
Job Burnout ◽  
Three Dimensions ◽  
Frontline Employees ◽  
Content Type ◽  
Emotional Labour ◽  
The Relationship ◽  
Selection Of

Purpose Drawing on the conservation of resources theory, this study aims to apply the emotional labour concept to illustrate about the relationship between customer orientation (CO) and job burnout, further demonstrating how the relationship is established in the hospitality industry. This study intends to find that emotional intelligence moderates the relationship between CO and emotional labour. Design/methodology/approach The study uses descriptive statistical analysis and reliability analysis. Then, the study uses confirmatory factor analyses to ensure the model fit and discriminant validity of the measures. Finally, the hypothesised relationship model is tested and analysed via regression analysis. Findings The study finds three dimensions of emotional labour all partially mediated the relationship between CO and job burnout. Meanwhile, the study finds that emotional intelligence would moderate the relationship between CO and three dimensions of emotional labour. Research limitations/implications First, the respondents in this study come from five-star hotels in Beijing, China. As the results of this study are based on a sample of Chinese five-star hotel employees, the selection of a single service setting and a single country may raise concerns for the issue of generalisability. Thus, the findings of this study may not generalise to other hospitality contexts, other cultures or other times; research in other settings, geographical areas or times might yield different results. Practical implications High employee job burnout is a thorny problem in the hospitality industry, so it is a great challenge for hospitality management to solve high employee job burnout. As a personality resource, CO will decrease job burnout. Emotional labour is a common issue in hospitality. The study intends to explore the lived experiences of the frontline employees in hospitality industry to explain the role of CO directives on employee job burnout in an emotional labour perspective. The results give suggestions for the hospitality management. Social implications After reviewing of relevant literature, two research gaps are found. First, despite the amount of research showing a negative relationship between CO and job burnout, remarkably little is known about how these relationships are established. Second, a more important gap lies in overlooking the emotional nature of hospitality service work. The results of the study can fill the theoretical gap. Originality/value First, the recruitment and selection of frontline employees should incorporate an assessment of the level of CO. Second, hospitality management should teach and train the employees about the proper control of emotional labour. Third, the recruitment and selection of frontline employees should incorporate an assessment of the level of emotional intelligence; meanwhile, it is necessary to strengthen the emotional intelligence training.

scholarly journals Negative aspects of counter-knowledge on absorptive capacity and human capital

2015 ◽  
Vol 16 (4) ◽  
pp. 763-778 ◽  
Author(s):  
Juan-Gabriel Cegarra-Navarro ◽  
Gabriel Cepeda Carrión ◽  
Anthony Wensley
Keyword(s):  
Human Capital ◽  
Absorptive Capacity ◽  
Structural Equation ◽  
Stock Exchange ◽  
Empirical Support ◽  
Managerial Implication ◽  
Content Type ◽  
Real Cost ◽  
Positive Effects ◽  
The Relationship

Purpose – People live and work in a world where they do not have complete knowledge and, as a result, they make use of rumours, beliefs and assumptions about relevant areas of concern. The term counter-knowledge has been used to refer to knowledge created from unverified sources. The purpose of this paper is to examine the relationship between counter-knowledge and human capital (HC) as well as investigating interactions between absorptive capacity (ACAP) and HC. Design/methodology/approach – A model is tested to examine the relationship between counter-knowledge, HC and the financial performance of 112 companies listed on the Spanish Stock Exchange. Findings – The results are calculated using structural equation modelling. This leads to the main conclusion that while the increasing presence of counter-knowledge leads to a reduction of ACAP and, by extension with HC. However, in the context of the sample, HC has positive effects on firms’ performance. Therefore, consideration must be given to the evaluation of the real cost of counter-knowledge or inappropriate assumptions on HC. Practical implications – The key managerial implication of this paper is that management should actively develop an organizational culture which questions the source of any knowledge and favours evidence-based reasoning over reasoning based on “gut instinct”, what has worked in the past and reasoning based on rumours and gossip. Originality/value – This paper provides empirical support for the argument that the all so-called “knowledge” generated from the sharing of unverified news is not necessarily good knowledge. Rumours or gossip shared thanks to unverified sources are some examples that illustrate people possibility to create inappropriate or false beliefs via unsupported explanations and justifications.

Exploring privacy and trust for employee monitoring

2015 ◽  
Vol 115 (1) ◽  
pp. 88-106 ◽  
Author(s):  
Shuchih Ernest Chang ◽  
Anne Yenching Liu ◽  
Sungmin Lin
Keyword(s):  
Organizational Culture ◽  
Employee Performance ◽  
Full Time ◽  
Negative Effects ◽  
Content Type ◽  
Positive Effects ◽  
Study Results ◽  
Employee Monitoring ◽  
Communication Privacy ◽  
The Relationship

Purpose – The purpose of this paper is to evaluate privacy boundaries and explores employees’ reactions in employee monitoring. Design/methodology/approach – The research used the metaphor of boundary turbulence in the Communication Privacy Management (CPM) theory to demonstrate the psychological effect on employees. The model comprised organizational culture, CPM, trust, and employee performance in employee monitoring to further investigated the influence exerted by organizational culture and how employees viewed their trust within the organization when implementing employee monitoring. Variables were measured empirically by administrating questionnaires to full-time employees in organizations that currently practice employee monitoring. Findings – The findings showed that a control-oriented organizational culture raised communication privacy turbulence in CPM. The communication privacy turbulence in CPM mostly had negative effects on trust in employee monitoring policy, but not on trust in employee monitoring members. Both trust in employee monitoring policy and trust in employee monitoring members had positive effects on employee commitment and compliance to employee monitoring. Research limitations/implications – This research applied the CPM theory in workplace privacy to explore the relationship between employees’ privacy and trust. The results provide insights of why employees feel psychological resistance when they are forced to accept the practice of employee monitoring. In addition, this study explored the relationship between CPM and trust, and offer support and verification to prior studies. Practical implications – For practitioners, the findings help organizations to improve the performance of their employees and to design a more effective environment for employee monitoring. Originality/value – A research model was proposed to study the impacts of CPM on employee monitoring, after a broad survey on related researches. The validated model and its corresponding study results can be referenced by organization managers and decision makers to make favorable tactics for achieving their goals of implementing employee monitoring.

The optimism-pessimism ratio as predictor of employee creativity: the promise of duality

2018 ◽  
Vol 21 (3) ◽  
pp. 423-442 ◽  
Author(s):  
Arménio Rego ◽  
Miguel Pina e Cunha ◽  
Dálcio Reis Júnior ◽  
Cátia Anastácio ◽  
Moriel Savagnago
Keyword(s):  
Cross Sectional ◽  
Content Type ◽  
Future Studies ◽  
Positive Effects ◽  
The Status ◽  
Single Moment ◽  
Quasi Experimental ◽  
Creativity And Innovation ◽  
The Relationship ◽  
Practical Implications

Purpose The purpose of this paper is to study if the employees’ optimism-pessimism ratio predicts their creativity. Design/methodology/approach In total, 134 employees reported their optimism and pessimism, and the respective supervisors described the employees’ creativity. Findings The relationship between the optimism-pessimism ratio and creativity is curvilinear (inverted U-shaped); beyond a certain level of the optimism-pessimism ratio, the positive relationship between the ratio and creativity weakens, suggesting that the possible positive effects of (high) optimism may be weakened by a very low level of pessimism. Research limitations/implications Being cross-sectional, the study examines neither the causal links between the optimism-pessimism ratio and creativity nor other plausible causal links. The study was carried out at a single moment and did not capture the dynamics that occur over the course of time involving changes in optimism/pessimism and creativity. Future studies may adopt longitudinal or quasi-experimental designs. Practical implications Managers and organizations must consider that, even though positivity promotes creativity, some level of negativity may help positivity to produce creativity. Originality/value This study suggests that scholars who want to study the antecedents of creativity (and innovation) must be cautious in focusing only on the positive or the negative sides of individuals’ characteristics, and rather they must explore the interplay between both poles. Individuals may experience both positive and negative states/traits (Smith et al., 2016), and this both/and approach may impel them to think divergently, to challenge the status quo and to propose “out the box” and useful ideas.

We dreamed a dream that entrepreneurial ecosystems can promote sustainability

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mario Raposo ◽  
Cristina I. Fernandes ◽  
Pedro M. Veiga
Keyword(s):  
Policy Formulation ◽  
Logistic Distribution ◽  
Future Research ◽  
Community Innovation Survey ◽  
Content Type ◽  
Positive Effects ◽  
Entrepreneurial Ecosystems ◽  
Future Research Agenda ◽  
Company Policy ◽  
The Relationship

PurposeResearch into the relationship between entrepreneurial ecosystems and sustainability has deepened in terms of both quantity and quality even while still remaining a fragmented and divergent field. Hence, the purpose of this study is to put forward empirical evidence to advance the literature on the relationship between entrepreneurial ecosystems and sustainability. To this end, the authors furthermore identify and highlight a future research agenda.Design/methodology/approachThe source of the empirical analysis in this article stems from the Community Innovation Survey, the leading statistical inquiry of innovation in companies carried out by Eurostat based upon the conceptual framework set out in the Oslo Manual. For modelling the variables, the authors applied binary regression based on logistic distribution.FindingsThe results of the research demonstrated how all of the variables considered for entrepreneurial ecosystems (co-operation with suppliers, co-operation with clients or customers, co-operation with universities; co-operation with government, public or private research institutes) return positive impacts on national sustainabilityResearch limitations/implicationsDespite the data spanning only the nine countries in the database, the results enable insights into the theory as the results serve to strengthen already existing considerations on the positive effects of entrepreneurial ecosystems for the sustainability of countries.Practical implicationsThe results of the research may generate important implications for company policy formulation. The identification of the relevance of the different actors in entrepreneurial ecosystems and their impact on sustainability may assist firms and policymakers to identify the leading actors and the resources necessary to sustaining their activities and thereby correspondingly establishing their priorities.Originality/valueThe research (1) both deepens the prevailing knowledge on this theme and fills a gap encountered in the existing literature; (2) in practical terms, for managers, entrepreneurs and politicians to better grasp how entrepreneurship constitutes a systemic phenomenon and these systems require approaching in terms of their impacts and greater contributions to obtaining sustainability.

HC and financial performance with two HRM strategies

2017 ◽  
Vol 66 (4) ◽  
pp. 459-478 ◽  
Author(s):  
Nopadol Rompho
Keyword(s):  
Human Capital ◽  
Regression Analysis ◽  
Financial Performance ◽  
Lead Time ◽  
Design Methodology ◽  
Strategy Choice ◽  
Content Type ◽  
The Relationship ◽  
Practical Implications

Purpose The purpose of this paper is to examine the relationship between levels of human capital and financial performance of firms that use two distinct human resource management (HRM) strategies. Design/methodology/approach A survey of 128 HRM managers was conducted to assess differences in human capital between firms using different HRM strategies. A multiple regression analysis was used to investigate the relationship between firms’ human capital and financial performance. Findings The results show that companies employing a make-organic strategy have a higher level of human capital than companies employing a buy-bureaucratic strategy. There was no relationship between the level of human capital and long term financial performance of firms with both make-organic and buy-bureaucratic strategies. Research limitations/implications This research contributes toward understanding the effect of HRM strategy and facilitates an optimal strategy choice depending on the organization. However, this study did not consider the lead time between changes in human capital and the effect on financial performance. Practical implications The research encourages firm managers to understand the value of human capital, preparing them for changes in the future. Originality/value This study is among the first to investigate the relationship between human capital and financial performance considering different HRM strategies.

Effects of online advertising on automobile sales

2014 ◽  
Vol 52 (5) ◽  
pp. 834-851 ◽  
Author(s):  
Jianping Peng ◽  
Guoying Zhang ◽  
Shaoling Zhang ◽  
Xin Dai ◽  
Jing Li
Keyword(s):  
Online Advertising ◽  
Content Type ◽  
Search Advertising ◽  
Positive Effects ◽  
Advertising Strategies ◽  
Automobile Sales ◽  
Advertising Spending ◽  
The Relationship ◽  
Practical Implications ◽  
Allocation Strategies

Purpose – The purpose of this paper is to explore the effects of online advertising spending on automobile sales through both search and non-search advertising. Design/methodology/approach – Sales data of the top 52 vehicle models were collected in two consecutive years in China. The advertising spending data of both formats were collected from a leading consulting company and a major search engine company. Then several empirical models were proposed to evaluate the effects of online advertising on automobile sales. Two extended models were further investigated for search advertising. Findings – The results revealed that both formats of online advertising have significantly positive effects on automobile sales. However, excessive spending on non-search advertising does not help sales and a moderate budget is preferred. On the other hand, spending on search advertising has no such constraint to improve the vehicle sales. Practical implications – The empirical findings have proved the importance of online advertising to the automobile companies and thus can help companies improve their decision making in online advertising allocation strategies. Originality/value – This study provides a better understanding of the relationship between online advertising spending and automobile sales, and helps business to define sophisticated online advertising strategies to improve sales performance.

Individual unlearning, organizational unlearning and strategic flexibility

2019 ◽  
Vol 14 (1) ◽  
pp. 2-18 ◽  
Author(s):  
Xiangyang Wang ◽  
Ying Qi ◽  
Yingxin Zhao
Keyword(s):  
Theoretical Model ◽  
Survey Data ◽  
Design Methodology ◽  
Mediating Effect ◽  
Strategic Flexibility ◽  
Content Type ◽  
Positive Effects ◽  
The Relationship

PurposeThe purpose of this paper is to explore the relationship between unlearning and strategic flexibility from the down-up change perspective.Design/methodology/approachDrawing on the routine-updating process, this study builds a theoretical model and examines it using survey data from 233 firms in China.FindingsUnlearning is the enabler to strategic flexibility. Specifically, individual unlearning and organizational unlearning both have positive effects on strategic flexibility. Organizational unlearning exerts a partly mediating effect on the relationship between individual unlearning and strategic flexibility.Originality/valueThe paper examines the different mechanisms of individual and organizational unlearning on strategic flexibility and suggests that unlearning is a useful method or approach for strategic flexibility. In addition, this study is useful to help managers or practitioners determine how to embrace strategic flexibility by unlearning.

How AI chatbots have reshaped the frontline interface in China: examining the role of sales–service ambidexterity and the personalization–privacy paradox

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hua Fan ◽  
Bing Han ◽  
Wei Gao ◽  
Wenqian Li
Keyword(s):  
Artificial Intelligence ◽  
Mixed Methods Research ◽  
Online Survey ◽  
Polynomial Regression ◽  
Customer Experience ◽  
Human Machine Interaction ◽  
Content Type ◽  
Positive Effects ◽  
Privacy Paradox ◽  
Machine Interaction

PurposeThis study serves two purposes: (1) to evaluate the effects of organizational ambidexterity by examining how the balanced and the combined sales–service configurations of chatbots differ in their abilities to enhance customer experience and patronage and (2) to apply information boundary theory to assess the contingent role that chatbot sales–service ambidexterity can play in adapting to customers' personalization–privacy paradox.Design/methodology/approachAn online survey of artificial intelligence chatbots users was conducted, and a mixed-methods research design involving response surface analysis and polynomial regression was adopted to address the research aim.FindingsThe results of polynomial regressions on survey data from 507 online customers indicated that as the benefits of personalization decreased and the risk to privacy increased, the inherently negative (positive) effects of imbalanced (combined) chatbots' sales–service ambidexterity had an increasing (decreasing) influence on customer experience. Furthermore, customer experience fully mediated the association of chatbots' sales–service ambidexterity with customer patronage.Originality/valueFirst, this study enriches the literature on frontline ambidexterity and extends it to the setting of human–machine interaction. Second, the study contributes to the literature on the personalization–privacy paradox by demonstrating the importance of frontline ambidexterity for adapting to customer concerns. Third, the study examines the conduit between artificial intelligence (AI) chatbots' ambidexterity and sales performance, thereby helping to reconcile the previously inconsistent evidence regarding this relationship.

Understanding knowledge hiding under technological turbulence caused by artificial intelligence and robotics

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
José Arias-Pérez ◽  
Juan Vélez-Jaramillo
Keyword(s):  
Artificial Intelligence ◽  
Digital Age ◽  
Business Environment ◽  
Mediating Effect ◽  
Content Type ◽  
Technological Turbulence ◽  
Types Of Knowledge ◽  
Knowledge Hiding ◽  
The Relationship ◽  
And Robotics

Purpose Artificial intelligence (AI) will be performing 52% of the tasks in companies by 2025. The increasing adoption of AI is generating technological turbulence in the business environment. Previous studies have also shown that employees are aware of the high risk of losing their jobs when being replaced by AI. The risk of employees engaging in opportunistic behaviors, such as knowledge hiding, is thus fairly high. Therefore, the aim of this paper is to analyze the mediating effect of employee’s AI awareness on the relationship between technological turbulence generated by AI and the three types of knowledge hiding: evasive hiding, playing dumb and rationalized hiding. Design/methodology/approach Structural equations by the partial least squares method were used to test the proposed research model. Findings The most interesting finding is that employee’s AI and robotics awareness fulfills almost all mediating functions in the relationship between technological turbulence generated by AI and the three types of knowledge hiding. Originality/value The results show that knowledge hiding in the digital age is first and foremost a strategy by employees to sabotage and induce failure in process automation, to reduce the risk of being replaced in the workplace by AI. This study indicates that employees are willing to hide knowledge in all possible ways when perception that AI is a threat to their job increases. In other words, technological turbulence generated by AI and employee’s AI awareness are the two great new triggers of knowledge hiding in the digital age.

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