XiaoXi Wu, Jinlian Shi and Haitao Xiong
This paper aims to analyze the research highlights, evolutionary process and future research directions in the field of tourism forecasting.
Abstract
Purpose
This paper aims to analyze the research highlights, evolutionary process and future research directions in the field of tourism forecasting.
Design/methodology/approach
This study used CiteSpace to conduct a bibliometric analysis of 1,213 tourism forecasting articles.
Findings
The results show that tourism forecasting research has experienced three stages. The institutional collaboration includes transnational collaboration and domestic institutional collaboration. Collaboration between countries still needs to be strengthened. The authors’ collaboration is mainly based on on-campus collaboration. Articles with high co-citation are primarily published in core tourism journals and other relevant publications. The research content mainly pertains to tourism demand, revenue management, hotel demand and tourist volumes. Ex ante forecasting during the COVID-19 pandemic has broadened existing tourism forecasting research. The future forecasting research focuses on the rational use of big data, improving the accuracy of models and enhancing the credibility of forecasting results.
Originality/value
This paper uses CiteSpace to analyze tourism forecasting articles to obtain future research trends, which supplements existing research and provides directions for future research.
意图
本文旨在分析旅游预测领域的研究重点、演化过程和未来的研究方向。
设计/理论/方法
本研究使用 CiteSpace 软件对 1213 篇旅游预测文章进行了文 献计量学分析。
结果
结果表明, 旅游预测研究经历三个阶段。机构合作包含国际机构合作和 国内机构合作, 需要持续加强国家之间的合作, 作者之间的合作多以校内合作为 主。高引用文章不仅发表在旅游领域的核心期刊还发表在其他专业的核心期刊上。 旅游预测研究的主要内容为旅游需求、收入管理、酒店需求和游客量。新冠疫情 期间的事前预测拓宽了现有的旅游预测研究。未来预测的研究重点在于合理利用 大数据, 提高模型的准确定以及提高预测结果的可信度。
创意/价值
本文使用 CiteSpace 分析旅游预测文章得到未来研究趋势, 既是对 现有研究的补充, 又为今后的研究提供方向。
Objetivo
Este artículo pretende analizar los aspectos más destacados de la investigación, el proceso evolutivo y las futuras orientaciones de la investigación en el campo de la previsión turística.
Diseño/metodología/enfoque
Este estudio utilizó CiteSpace para realizar un análisis bibliométrico de 1213 artículos sobre previsión turística.
Resultados
Los resultados muestran que la investigación sobre previsión turística ha experimentado tres etapas. La colaboración institucional incluye la colaboración transnacional y la colaboración institucional nacional. La colaboración entre países aún debe reforzarse. La colaboración entre autores se basa principalmente en la colaboración dentro del campus. Los artículos con una alta cocitación se publican principalmente en las principales revistas de turismo y en otras publicaciones relevantes. El contenido de la investigación se refiere principalmente a la demanda turística, el revenue management, la demanda hotelera y los volúmenes turísticos. La previsión previa y durante la pandemia de la COVID-19 ha ampliado la investigación existente sobre previsión turística. La futura investigación sobre previsiones se centra en el uso racional de los big data, la mejora de la precisión de los modelos y el aumento de la credibilidad de los resultados de las previsiones.
Originalidad/valor
Este artículo utiliza CiteSpace para analizar artículos de previsión turística con el fin de obtener futuras tendencias de investigación, lo que complementa la investigación existente y proporciona orientaciones para futuras investigaciones.
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Keywords
In the paper, the tensile properties of cotton yarns are studied. A lot of data are gotten and analyzed. It indicates that the breaking strength of the yarns follows Weibull…
Abstract
In the paper, the tensile properties of cotton yarns are studied. A lot of data are gotten and analyzed. It indicates that the breaking strength of the yarns follows Weibull distribution. Then the effect of sample length on strength is analyzed using Weibull's statistics. The Weibull parameters are calculated through regression method. The breaking strength of the yarn at different sample length is predicted. Theoretical prediction conforms the experimental results very well.
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Shuwen Li, Ruiqian Jia, Juergen H. Seufert, Huijie Tang and Jinlian Luo
The purpose of this study is to explore how and when ethical leadership enhances bootlegging. To achieve this purpose, the authors proposed a moderated dual-path model in this…
Abstract
Purpose
The purpose of this study is to explore how and when ethical leadership enhances bootlegging. To achieve this purpose, the authors proposed a moderated dual-path model in this study.
Design/methodology/approach
The model was tested on two related studies. Study 1 was based on three-wave, collected data from a sample of 511 employees of Chinese companies. Data used in Study 2 was collected by survey from employees and their direct leaders of multiple departments of companies in China.
Findings
In Study 1, the authors found that moral efficacy and moral identity mediate between ethical leadership and bootlegging. Findings from Study 2 provide convergent support of moral efficacy’s and moral identity’s impact on the mediation relationship between ethical leadership and bootlegging. Moreover, the results of Study 2 further reveal that the relationship between ethical leadership and moral efficacy (or moral identity) was more significant among leader–follower with different genders.
Originality/value
This study not only enriches the literature on ethical leadership and gender (dis)similarity, but also helps managers to better understand the function of bootlegging.
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Jiaqi Yan, Jinlian Luo, Jianfeng Jia and Jing Zhong
The purpose of this paper is to explore the mechanisms by which high-commitment organization is associated with employees’ job performance through the perspective of taking charge…
Abstract
Purpose
The purpose of this paper is to explore the mechanisms by which high-commitment organization is associated with employees’ job performance through the perspective of taking charge and the perceived strength of the human resource management (HRM) system.
Design/methodology/approach
Based on conservation of resources (COR) theory, the authors used two-wave survey data from 200 supervisor-subordinates pairs in China. This study uses hierarchical linear regression and bootstrapping method to analyze the mediated moderation effect.
Findings
The authors found that perceived high-commitment organization and perceived strength of the HRM system interact in predicting employees’ taking charge behavior, such that perceived high-commitment organization is more positively associated with taking charge when the perceived strength of the HRM system is high rather than low. In addition, taking charge mediates the relationship between interactive effects of perceived high-commitment organization and the perceived strength of the HRM system on employees’ job performance.
Originality/value
This study extended the high-commitment organization from the perspective of individual perception based on the COR theory and regard perceived high-commitment organization as an organizational resource.
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Zhu Yao, Jinlian Luo and Xianchun Zhang
The crucial role of knowledge sharing in an organization has become even more crucial lately, resulting in garnering more attention by scholars. In reality, while several…
Abstract
Purpose
The crucial role of knowledge sharing in an organization has become even more crucial lately, resulting in garnering more attention by scholars. In reality, while several organizations expect their employees to share knowledge with colleagues actively, many choose to hide their knowledge when asked for help. This study aims to explore whether negative workplace gossip (NWG) affects employee knowledge hiding (KH), as well as analyzes whether relational identification (RI) and interpersonal trust (IT) play a chain mediating role between the two, and discusses whether forgiveness climate (FC) could be used as a boundary condition in the relationships mentioned above.
Design/methodology/approach
Based on the conservation of resource (COR) theory and the cognitive–affective personality system (CAPS) theory, the authors surveyed 326 employees in China at 2 time-points and explored the correlation between NWG and KH, as well as the underlying mechanism. Using confirmatory factor analysis, bootstrapping method and structural equation model, the authors validated the research hypotheses.
Findings
The findings revealed the following: NWG negatively correlates with KH; RI and IT play a mediation role between NWG and KH, respectively, and both variables also play a chain mediation role in the relationship mentioned above; and FC moderates the negative impact of NWG on RI, further moderating the chain mediation between RI and IT and between NWG and KH.
Originality/value
First, this study established the correlation between NWG and KH, as well as analyzed the internal mechanism between the two. Besides, this study adds to scholars’ understanding of the underlying mechanisms by which these effects could occur. Second, this study demonstrated the moderating effect of FC – a situational feature that has been neglected in previous studies. Furthermore, this study can not only complement the situational factors ignored in previous studies but also broaden the application scope of CAPS. Finally, this study effectively combines COR and CAPS, which provides a basis for the application of these two theories in the future.
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Zhu Yao, Xianchun Zhang, Jinlian Luo and Hui Huang
Workplace bullying is a common negative event suffered by employees in the workplace. The harm it brings to the organization has become the focus of the field of organizational…
Abstract
Purpose
Workplace bullying is a common negative event suffered by employees in the workplace. The harm it brings to the organization has become the focus of the field of organizational behavior. The purpose of this study was to explore whether workplace bullying has an impact on employee knowledge hiding and to discover the underlying mechanism between the two.
Design/methodology/approach
Based on the conservation of resource theory and the cognitive-affective personality system theory, this paper surveys 327R&D employees of Chinese technological corporations at two time points and explores the relationship between workplace bullying and knowledge hiding as well as the underlying mechanism. This study used confirmatory factor analysis, bootstrapping method and structural equation model to validate the research hypothesis.
Findings
The results show that workplace bullying positively correlates with knowledge hiding; emotional exhaustion and organizational identification play a mediation role between workplace bullying and knowledge hiding, and both variables play a chain mediation role in that relationship; and forgiveness climate moderates the positive impact of workplace bullying on emotional exhaustion, further moderating the chain mediation role of emotional exhaustion and organizational identification.
Originality/value
The findings of this study can not only complement the existing researches on the influence of negative workplace events on employees’ knowledge hiding behaviors but also strengthen scholars’ attention and understanding of the internal mechanism between workplace bullying and knowledge hiding.
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Mengxi Yang, Wansi Chen, Qingyu Zhou, Baiyin Yang and Cheng Xu
China after 1949, especially since entering the 21st century, significant progress has been made in leadership research under Chinese context. However, so far there has been no…
Abstract
Purpose
China after 1949, especially since entering the 21st century, significant progress has been made in leadership research under Chinese context. However, so far there has been no systematic review and prospect of China's leadership research in the past 70 years. Therefore, with the help of scientific visualization software Citespace, this paper analyzes the research papers on leadership in the context of China from the top international journals of management science and applied psychology (1949–2018), supplemented and verified the previous research conclusions based on qualitative review, and quantitatively demonstrated the research evolution of leadership field.
Design Methodology Approach
Using a scientific visualization tool CiteSpace and 145 international leadership works, which were published in 64 top international journals and collected from the Web of Science database, and 852 domestic works which were published in 28 top domestic journals and collected from the CNKI database from 1949 to 2018, we draws keyword co-occurrence knowledge graph and keyword strategy map to visualize the landscape and evolution of leadership research and analyze the hot topics and research trends in the field of leadership.
Findings
The research found that: (1) Before 2002, there were only 7 articles published in 64 international top journal, mainly focusing on Western leadership theories such as transformational, cross-cultural comparison and the adaptability in Chinese context; (2) From 2003 to 2012, scholars had begun to introduce mainstream quantitative research paradigm in international academic community; (3) From 2013 to 2018, researches tended to be synchronized, with 461 and 99 papers published respectively. How emerging leaderships (such as ethical leadership) affect on various emerging outcome variables (such as creativity, voice behavior, unethical pro-organizational behavior etc.) is hot topic for future research.
Originality Value
Different from the previous qualitative reviews on organizational culture research, this paper, for the first time, uses bibliometric research methods to systematically analyze the evolution path of leadership research during the 70 years of China(1949–2018, and puts forward the future research prospects.
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Limin Guo, Jinlian Luo and Ken Cheng
Integrating appraisal theories of discrete emotions with the emotion regulation literature, this study aims to explore the relationships between exploitative leadership and…
Abstract
Purpose
Integrating appraisal theories of discrete emotions with the emotion regulation literature, this study aims to explore the relationships between exploitative leadership and certain types of counterproductive workplace behavior (CWB). Besides, this study seeks to examine the mediating roles of discrete emotions (i.e. anger and fear) and the moderating role of cognitive reappraisal within the proposed relationships.
Design/methodology/approach
Based on time-lagged survey data from 440 Chinese employees, this study conducted hierarchical regression analysis and bootstrapping approach to test the hypotheses.
Findings
The results revealed that exploitative leadership was positively related to approach-oriented CWB and avoidance-oriented CWB. In addition, this study found that anger mediated the relationship between exploitative leadership and approach-oriented CWB, whereas fear mediated the relationship between exploitative leadership and avoidance-oriented CWB. Further, cognitive reappraisal buffered the positive effects of exploitative leadership on anger and fear and the indirect effects of exploitative leadership on approach-oriented CWB (via anger) and avoidance-oriented CWB (via fear).
Practical implications
Managers should reduce leaders' exploitation and enhance employees' skills on emotional management and cognitive reappraisal.
Originality/value
First, by verifying the effects of exploitative leadership on both approach-oriented and avoidance-oriented CWB, this study adds to the literature on exploitive leadership and provides a more complete understating of the relationship between exploitative leadership and workplace deviance. Second, this study enriches the understanding of the process through which exploitative leadership affects employees by demonstrating the novel mediating roles of discrete emotions (i.e. anger and fear) through the lens of appraisal theories of discrete emotions. Third, by verifying the moderating role of cognitive reappraisal, this study provides insights into the boundary conditions of the influences of exploitive leadership.
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The purpose of this paper is to develop eco‐friendly coatings based on low‐cost epoxide resins prepared by using a natural phenolic material such as cardanol (non‐toxic), in place…
Abstract
Purpose
The purpose of this paper is to develop eco‐friendly coatings based on low‐cost epoxide resins prepared by using a natural phenolic material such as cardanol (non‐toxic), in place of ordinary phenol (toxic), which can be self‐curable at an optimum temperature.
Design/methodology/approach
Cardanol‐formaldehyde novolac resins (CNs) were prepared by reacting cardanol with formaldehyde in different molar ratios varying from 1:0.6 to 1:0.9. Prepared CNs were epoxidised by reacting with epichlorohydrin to produce epoxide resins, which would be called as epoxidised CNs (ECNs). Further, ECNs were modified by reacting with diethanolamine (DEtOA), a secondary amine to introduce tertiary amino group(s) into the molecules, required for self‐curability of ECNs. These modified ECNs are referred to as MECNs. The molar ratio of ECNs to DEtOA was taken in accordance with epoxy functionality of epoxide resins (ECNs) which ranged from 0.5 to 2.9. Nine numbers of MECNs (MECN1 to MECN9) were prepared by using four epoxide resins. These resins viz. CNs, ECNs and MECNs were characterized by 1H NMR and FTIR spectroscopic methods for their structure elucidatation, and by gel permeation chromatography for determining their molecular weights.
Findings
The most suitable molar ratio of ECN:DEtOA for the preparation of MECNs was found to be 1:1. The CN prepared by using cardanol and formaldehyde in the molar ratio of 1:0.7 was used for the preparation of ECN2 and MECN2. Applied films of epoxide resins, designated as MECN2, had reasonably good physical and chemical resistance properties. With a wide cure window, the films of MECN2 were found to be self‐curable at an optimum cure schedule of 160°C/30 min. Owing to self‐curability of the developed epoxide resins, the coatings based on them did not require any additional/external crosslinker to be incorporated in the coating composition.
Research limitations/implications
The prepared epoxide resins (MECNs) had good physical and chemical resistance properties, but demonstrated low stability and low resistance to xylene, in particular.
Originality/value
The paper shows how the epoxide resins were prepared by using a low‐cost phenolic material (cardanol) which is obtained from natural renewable resources, instead of petroleum, and is non‐toxic. These developed coatings can be applied as primer coat and top coat on metallic substrates. True self‐curability of the coating films has been achieved via anionic polymerization.
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Hengliang Shi, Xiaolei Bai and Jianhui Duan
In cloth animation field, the collision detection of fabric under external force is very complex, and difficult to satisfy the needs of reality feeling and real time. The purpose…
Abstract
Purpose
In cloth animation field, the collision detection of fabric under external force is very complex, and difficult to satisfy the needs of reality feeling and real time. The purpose of this paper is to improve reality feeling and real-time requirement.
Design/methodology/approach
This paper puts forward a mass-spring model with building bounding-box in the center of particle, and designs the collision detection algorithm based on Mapreduce. At the same time, a method is proposed to detect collision based on geometric unit.
Findings
The method can quickly detect the intersection of particle and triangle, and then deal with collision response according to the physical characteristics of fabric. Experiment shows that the algorithm improves real-time and authenticity.
Research limitations/implications
Experiments show that 3D fabric simulation can be more efficiency through parallel calculation model − Mapreduce.
Practical implications
This method can improve the reality feeling, and reduce calculation quantity.
Social implications
This collision-detection can be used into more fields such as 3D games, aero simulation training and garments automation.
Originality/value
This model and method have originality, and can be used to 3D animation, digital entertainment, and garment industry.