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Open Access
Article
Publication date: 31 January 2020

Shuangxi Huang, Zhixuan Jia, Yushun Fan, Taiwen Feng, Ting He, Shizhen Bai and Zhiyong Wu

The purpose of this paper is to better understand and study the architecture and system characteristics of the underlying support platform for crowd system, by recognizing the…

Abstract

Purpose

The purpose of this paper is to better understand and study the architecture and system characteristics of the underlying support platform for crowd system, by recognizing the characteristics of service internet is similar to the coordination characteristics between the massive units in the underlying platform of crowd system and studying the form, nature and guidelines of the service internet.

Design/methodology/approach

This paper points out the connection between the underlying support platform of crowd system and service internet, describes the framework and ideas for researching service internet and then proposes key technologies and solutions for service internet architecture and system characteristics.

Findings

The research unit in the underlying support platform of crowd system can be regarded as a service unit. Therefore, the platform can also be regarded as service internet to some extent. The ideas and technical approaches for the study of service internet’s form, criteria and characteristics are also provided.

Originality/value

According to this paper, relevant staff can be guided to better build the underlying support platform of crowd system. And it can provide a highly robust and sustainable platform for research studies of crowd science and engineering in the future.

Details

International Journal of Crowd Science, vol. 4 no. 1
Type: Research Article
ISSN: 2398-7294

Keywords

Article
Publication date: 3 April 2019

Gavin Jiayun Wu, Richard P. Bagozzi, Nwamaka A. Anaza and Zhiyong Yang

To provide a keener understanding of consumers’ decision-making processes and motivations regarding deliberate counterfeit consumption, this paper aims to integrate insights from…

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Abstract

Purpose

To provide a keener understanding of consumers’ decision-making processes and motivations regarding deliberate counterfeit consumption, this paper aims to integrate insights from several theoretical perspectives and the relevant literature. It proposes an overlooked yet important goal-directed interactionist perspective and identifies and tests a novel construct called consumers’ perceived counterfeit detection (PCD) in a proposed model.

Design/methodology/approach

This paper uses a comprehensive review of the literature to justify its proposed perspective, PCD construct and model, followed by in-depth interviews and survey data to test its proposed model and hypotheses.

Findings

Besides the theoretical insights derived from the proposed goal-directed interactionist perspective, empirical results demonstrate the important role that PCD plays in counterfeit consumption. In fact, PCD not only negatively and directly affects consumers’ intentions to deliberately purchase counterfeits but also weakens the positive effect consumers’ attitudes have on their purchase intentions.

Research limitations/implications

This research makes several theoretical contributions. First and foremost, differing from other approaches (e.g. personal, economic and ethical), this research justifies an overlooked yet important goal-directed interactionist perspective and develops a refined and substantive framework including its proposed PCD construct. This framework provides opportunities to investigate behavior as an interpretative and dynamic process, vitalizing the domain of counterfeit-consumption behavior studies in particular and ethical behavior research in general. Second, at the construct level, the proposed hypothetical construct of PCD comprises the building blocks for knowledge advancement. Finally, rather than testing theories incrementally (such as the theory of planned behavior and the theory of reasoned action), this research fosters the development of new ideas regarding our proposed goal-directed interactionist perspective and PCD construct, which can be applied to other contexts and constructs that share the same or similar mechanisms and features.

Practical implications

According to the proposed goal-directed interactionist perspective, this research offers insights regarding why understanding consumers’ different goals (e.g. social-adjustive vs value-expressive; attainment vs maintenance) is important for marketers; how consumers’ goals interplay with their choices through their actions and consumption (e.g. compete vs substitute); and why, how and when their goals interact with their actions, choices and situations during their goal-setting, goal-striving and goal-realization stages that may lead to unethical behavior. At the construct level, the better marketers understand PCD, the more effectively they can use it. At the level of relationships and procedures, this research can offer important insights for businesses that look for “best practices” in the fight against deliberate counterfeit consumption.

Originality/value

First, by integrating insights from goal-directed behavior, self-regulatory theories and interactionist theory, this paper proposes its own goal-directed interactionist perspective. It then develops and tests a refined and substantive model of counterfeit decision-making in which PCD stands as a novel construct. The paper’s proposed perspective and model provide opportunities to investigate behavior as an interpretative and dynamic process, taking the domain of ethical behavior research (e.g. counterfeit-consumption behavior) from descriptive frameworks to testable theories.

Details

European Journal of Marketing, vol. 53 no. 7
Type: Research Article
ISSN: 0309-0566

Keywords

Article
Publication date: 24 April 2018

Yong Meng, Haiyun Yu, Zhenzhong Ma and Zhiyong Yang

This study aims to explore the impact of well-educated young Chinese employees’ notions of work on their conflict management styles in the increasingly turbulent workplace to help…

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Abstract

Purpose

This study aims to explore the impact of well-educated young Chinese employees’ notions of work on their conflict management styles in the increasingly turbulent workplace to help better manage work-related conflict in the time of transition in China.

Design/methodology/approach

Self-administered questionnaires were used to collect data from over 400 young Chinese employees. The data were first factor analyzed to explore the underlying dimensions of contemporary work notions in China’s transition period. Hierarchical regression analysis was then conducted to explore the relationship between dimensions of work notions and conflict management styles.

Findings

The results showed that well-educated young Chinese employees’ notions of work consisted of sense of control, fulfilling and rewarding, holistic concerns, personal growth and development and meaningfulness. The results further indicated that young Chinese employees with strong needs to satisfy individual interests in their work tend to use competitive methods to manage work-related conflicts, employees with strong needs to satisfy group interests in their work prefer to use collaborative methods and those who believe in collective efforts in achieving individual goals through group goals’ obtainment are more likely to use collaborative and compromising approaches.

Originality/value

This study provides a new perspective to manage work-related conflict in the Chinese context. The findings of this study are able to help enrich conflict management theories in China and suggest insightful conflict resolution approaches to work-related conflicts in China’s changing environment. This study also helps bridge the research gap between work notions and conflict management styles. The results of this study can greatly facilitate Chinese companies’ endeavors toward crafting a more innovative workforce and help improve employee performance in China’s transition to industrialization.

Details

International Journal of Conflict Management, vol. 29 no. 3
Type: Research Article
ISSN: 1044-4068

Keywords

Article
Publication date: 17 March 2020

Hossein Dehdarirad, Javad Ghazimirsaeid and Ammar Jalalimanesh

The purpose of this investigation is to identify, evaluate, integrate and summarize relevant and qualified papers through conducting a systematic literature review (SLR) on the…

Abstract

Purpose

The purpose of this investigation is to identify, evaluate, integrate and summarize relevant and qualified papers through conducting a systematic literature review (SLR) on the application of recommender systems (RSs) to suggest a scholarly publication venue for researcher's paper.

Design/methodology/approach

To identify the relevant papers published up to August 11, 2018, an SLR study on four databases (Scopus, Web of Science, IEEE Xplore and ScienceDirect) was conducted. We pursued the guidelines presented by Kitchenham and Charters (2007) for performing SLRs in software engineering. The papers were analyzed based on data sources, RSs classes, techniques/methods/algorithms, datasets, evaluation methodologies and metrics, as well as future directions.

Findings

A total of 32 papers were identified. The most data sources exploited in these papers were textual (title/abstract/keywords) and co-authorship data. The RS classes in the selected papers were almost equally used. DBLP was the main dataset utilized. Cosine similarity, social network analysis (SNA) and term frequency–inverse document frequency (TF–IDF) algorithm were frequently used. In terms of evaluation methodologies, 24 papers applied only offline evaluations. Furthermore, precision, accuracy and recall metrics were the popular performance metrics. In the reviewed papers, “use more datasets” and “new algorithms” were frequently mentioned in the future work part as well as conclusions.

Originality/value

Given that a review study has not been conducted in this area, this paper can provide an insight into the current status in this area and may also contribute to future research in this field.

Details

Data Technologies and Applications, vol. 54 no. 2
Type: Research Article
ISSN: 2514-9288

Keywords

Article
Publication date: 25 September 2023

Xiao Yao, Dongxiao Wu, Zhiyong Li and Haoxiang Xu

Since stock return and volatility matters to investors, this study proposes to incorporate the textual sentiment of annual reports in stock price crash risk prediction.

Abstract

Purpose

Since stock return and volatility matters to investors, this study proposes to incorporate the textual sentiment of annual reports in stock price crash risk prediction.

Design/methodology/approach

Specific sentences gathered from management discussions and their subsequent analyses are tokenized and transformed into numeric vectors using textual mining techniques, and then the Naïve Bayes method is applied to score the sentiment, which is used as an input variable for crash risk prediction. The results are compared between a collection of predictive models, including linear regression (LR) and machine learning techniques.

Findings

The experimental results find that those predictive models that incorporate textual sentiment significantly outperform the baseline models with only accounting and market variables included. These conclusions hold when crash risk is proxied by either the negative skewness of the return distribution or down-to-up volatility (DUVOL).

Research limitations/implications

It should be noted that the authors' study focuses on examining the predictive power of textual sentiment in crash risk prediction, while other dimensions of textual features such as readability and thematic contents are not considered. More analysis is needed to explore the predictive power of textual features from various dimensions, with the most recent sample data included in future studies.

Originality/value

The authors' study provides implications for the information value of textual data in financial analysis and risk management. It suggests that the soft information contained within annual reports may prove informative in crash risk prediction, and the incorporation of textual sentiment provides an incremental improvement in overall predictive performance.

Details

China Finance Review International, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2044-1398

Keywords

Article
Publication date: 2 August 2021

Zhiyong Li, Tingting Huo, Yuhong Shao, Qingxue Zhao and Mingmin Huo

This study aims to present a holistic synopsis of the current scientific structure of inbound tourism research and suggest further research directions.

Abstract

Purpose

This study aims to present a holistic synopsis of the current scientific structure of inbound tourism research and suggest further research directions.

Design/methodology/approach

A 30-year bibliometric analysis was conducted using the Web of Science Core Collection database through CiteSpace, covering 568 Social Sciences Citation Index articles.

Findings

This study systematically identifies the evolution of scientific structures and emerging research trends in the inbound tourism field. The findings show that: co-authorship patterns reveal a trend of international cooperation; the evolution of research themes is consistent with the development of the macro-environment and inbound tourism industry, the most recent focus being on sustainable development of destinations; varied multivariate data analysis methods dominate current empirical analysis; there exist three major research dimensions in the inbound tourism field; and unilateral political factors in destinations and bilateral linkage factors affecting inbound tourism demand have aroused research interest increasingly.

Practical implications

This study helps scholars and practitioners understand the current issues and needs of the inbound tourism industry and develops a future research agenda to promote the industry’s continuous development.

Originality/value

This study is the first attempt to provide insights into the theoretical development of inbound tourism over the past three decades from the perspective of a knowledge-based platform and further facilitate sustainable development of the industry.

目的

本篇论文旨在全面地梳理入境旅游研究的整体知识架构, 进而提出未来研究方向。

设计/方法/途径

本篇论文基于文献计量法, 运用CiteSpace对从Web of Science Core Collection数据库中检索得到的30年间568篇社会科学引文索引文献进行分析。

发现

本篇论文系统地梳理了入境旅游领域知识架构的演化和新兴研究趋势, 填补了现有研究空白。结果揭示:(1)作者协作模式展现出国际化合作趋势; (2)入境旅游领域研究主题的演化趋势与宏观环境和国际旅游的发展阶段相吻合, 并且目的地可持续发展的研究成为热点; (3)目前实证分析主要采用各种多元数据分析方法; (4)入境旅游领域的研究可以归纳为三个主要研究方向; (5)单边政治因素和国家双边联系因素对入境旅游需求的影响逐渐成为近年研究热点。

实践意义

本篇论文提出了未来研究方向, 有助于学界和业界人士掌握入境旅游产业的现状和需要, 从而推动该产业的可持续发展。

独创性

本篇论文首次从知识平台视角出发, 揭示了过去三十年间入境旅游的理论发展情况。

关键词 入境旅游, 文献计量法, 知识架构, 知识平台, 未来研究方向, CiteSpace

文章类型 :研究型论文

Propósito

El objetivo de este estudio es presentar una sinopsis holística de la actual estructura científica de la investigación turística entrante y sugerir nuevas direcciones de investigación.

Diseño/metodología/enfoque

Se condujo un análisis bibliométrico de 30 años utilizando la base de datos de recopilación de datos de la red de ciencias básicas a través de CiteSpace, que abarcó 568 artículos del Índice de Citación de Ciencias Sociales.

Resultados

Este estudio identifica sistemáticamente la evolución de estructuras científicas y las tendencias de investigación emergentes en el campo del turismo entrante. Las conclusiones muestran que: i) las pautas de coautoría han revelado una tendencia a la cooperación internacional; ii) la evolución de los temas de investigación es coherente con el desarrollo del macro-entorno y de la industria del turismo entrante, centrándose más recientemente en el desarrollo sostenible de los destinos; iii) los diversos métodos de análisis de datos multivariados predominan en el análisis empírico actual; iv) existen tres grandes dimensiones de investigación en el ámbito del turismo entrante; y v) los factores políticos unilaterales en los destinos y los factores de vinculación bilateral que afectan a la demanda turística entrante han despertado un interés cada vez mayor a la investigación.

Implicaciones prácticas

Este estudio ayuda a los académicos y los profesionales a entender problemas y necesidades actuales de la industria turística entrante y desarrollar una futura guía de investigación para fomentar el desarrollo continuo de la industria.

Originalidad/valor

Este estudio es el primer intento de proporcionar información sobre el desarrollo teórico del turismo entrante en las últimas tres décadas, desde la perspectiva de la plataforma basada en un conocimiento y facilitar aún más el desarrollo sostenible de la industria.

Palabras clave

Turismo entrante, Bibliométrica, Estructura científica, Plataforma basada en el conocimiento, Agenda de investigación futura, CiteSpace

Tipo de papel

Revisión bibliográfica

Details

Tourism Review, vol. 77 no. 1
Type: Research Article
ISSN: 1660-5373

Keywords

Article
Publication date: 1 November 2022

Zhiyong Li, Mang Long, Songshan (Sam) Huang, Zhaohan Duan, Yingli Hu and Rui Cui

This paper aims to examine the effect of consumer inertia – a tendency to adhere to prior purchase decisions despite the existence of preferable alternatives – on the…

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Abstract

Purpose

This paper aims to examine the effect of consumer inertia – a tendency to adhere to prior purchase decisions despite the existence of preferable alternatives – on the relationships between switching costs and customer retention, and explain the controversy within them in the context of budget hotels.

Design/methodology/approach

An empirical test was conducted via structural equation modelling based on 337 self-administered questionnaires from customers at six of Chinese popular budget hotels.

Findings

Consumer inertia was a significant mediator between switching costs and customer retention. Specifically, consumer inertia completely mediated the effects of financial switching costs on customer retention, but partially did between procedural switching costs and customer retention. By introducing consumer inertia, the explanatory power of customer retention improved significantly by 19%.

Originality/value

This paper clarifies the effects of multiple dimensions of switching costs on customer retention via the mediating role of consumer inertia and partly addresses the inconsistency in the prior studies from an inertia perspective.

Details

International Journal of Contemporary Hospitality Management, vol. 35 no. 3
Type: Research Article
ISSN: 0959-6119

Keywords

Article
Publication date: 30 June 2020

Zhiyong Li, Honglin Chen, Songshan (Sam) Huang, Phakcharee Wanichwasin and Rui Cui

Thailand has served as a major outbound tourist destination for Chinese tourists for decades. Behaviours demonstrated by Chinese tourists in Thailand are believed to have created…

Abstract

Purpose

Thailand has served as a major outbound tourist destination for Chinese tourists for decades. Behaviours demonstrated by Chinese tourists in Thailand are believed to have created an image of Chinese outbound tourists among the residents and have impacted on the sustainability of Thai tourism. This study aims to contribute a more comprehensive and nuanced understanding of the image of Chinese outbound tourists from the perspective of Thai residents’.

Design/methodology/approach

In-depth interviews were conducted with 15 Thai residents who have frequent contact with Chinese tourists.

Findings

The results reveal that Thai residents’ perceptions of Chinese tourists include both positive and negative images. Positive images consist of being filial and friendly (e.g. taking good care of the elderly and having close emotional ties within their touring group) and being wealthy and auspicious (e.g. having a lot of money to spend and tipping generously). Negative images include moral norms (e.g. making loud noises and jumping into a queue), hygiene habits (e.g. littering and spitting) and religious culture (e.g. touching and climbing Buddha statues).

Originality/value

This qualitative research promotes the study of destination residents’ perceptions of tourists’ in the context of outbound tourism and enriches the application of social representation theory from the perspective of residents in the field of tourism marketing. It generates a more nuanced comprehension of Thai residents’ perceptions of Chinese tourists, contributes to the government’s formulation of guidelines for civilised tourism and has benefits to the sustainable development of tourism destinations.

泰国居民对中国游客的形象感知

摘要

目的

几十年来, 泰国一直是中国游客的主要出境旅游目的地。中国游客在泰国表现出的行为在居民中创造了中国出境游客的形象, 并影响了泰国旅游业的可持续性。这项研究旨在从泰国居民的感知出发, 对中国出境游客的形象进行更全面、细致的了解。

设计/方法/方法

对15位经常与中国游客接触的泰国居民进行了深入访谈。

结果

结果表明, 泰国居民对中国游客形象的感知既包括正面形象也包括负面形象。正面的形象包括孝顺和友善(例如, 照顾老人, 并在其旅行团中保持紧密的情感联系), 富有和吉祥(例如, 有很多钱可花, 并慷慨地付小费), 而负面的形象则包括道德规范(例如, 大声喧哗, 并插队), 卫生习惯(例如, 乱扔垃圾和随地吐痰)以及宗教文化(例如, 触摸和爬到佛像上)。

独创性/价值

这项定性研究弥补了出境旅游背景下目的地居民对游客形象的感知的差距, 并且从居民的角度出发丰富了社会表象理论在旅游营销领域的应用。它使泰国居民对中国游客的认识更加细致, 有助于政府制定有针对性的文明旅游指导方针, 有利于旅游目的地未来的可持续发展。

Percepción de los residents tailandeses sobre el comportamiento de los turistas chinos

Objetivo

Por décadas, Tailandia ha sido un principal destino tulístico de turismo emisor para los turistas chinos.El comportamiento de los turistas chinos en Tailandia ha impresionado las imagenes de los turistas chinos emisores a los habitantes, y ha afectado la sostenibilidad de la industria turística de Tailandia. Esta investigación tiene como objetivo comenzar con la percepción de los habitantes tailandeses para conocer una comprensión más completa y detallada de las imagenes de los turistas chinos emisores.

Diseñar/Manera/Manera

Entrevisitar en profundidad a 15 habitantes tailandeses que a menudo contactan con los turistas chinos.

Resultado

Los resultados muestran, las percepciones de los habitantes tailandeses de las imagenes de los turistas chinos contienen las imagenes positivas y negativas. Los imágenes positivas incluyen fiedad filial y amabilidad (por ejemplo, cuida a los ancianos y mantiene una estrecha conexión emocional con su grupo de viaje), riqueza y buena suerte (Por ejemplo, tiene mucho dinero para gastar y propina generosa.) pero las imagenes negativas incluyen las normas étias (por ejemplo, hace ruido fuerte y corta en línea.) los hábitos de higienes (por ejemplo, tira basura al azar y escupiendo por todas partes.) y cultura religiosa (por ejemplo, toca y trepa los estatuas de Buda.)

Originalidad/Valor

Esta investigación cualitativa cierra la brecha en los percepciones de los habitantes de desino de las imagenes de turistas en el contexto del turisimo emisor y comenza con los aspectos de los habitantes enriquece la aplicación de la teoría de la representación social en el campo de marketing turístico. Deja los habitantes tailanteses conocer a los turistas chinos más detallada y ayuda al gobierno a desarrollar pautas específicas de turismo civilizado y es benificioso para el futuro desarrollo sostenible de los destinos turísticos.

Details

Tourism Review, vol. 76 no. 5
Type: Research Article
ISSN: 1660-5373

Keywords

Article
Publication date: 6 June 2023

Wei Sheng, Zhiyong Niu and Xiaoyan Zhou

The purpose of this paper is to explore the determinants of entrepreneurs’ subjective social status perception (SSP) on firm international behaviors based on the upper echelons…

Abstract

Purpose

The purpose of this paper is to explore the determinants of entrepreneurs’ subjective social status perception (SSP) on firm international behaviors based on the upper echelons theory and social class theory.

Design/methodology/approach

To test the hypotheses, the authors studied a large sample of 10,823 small- and medium-sized private Chinese enterprises from 2006 to 2014.

Findings

The results showed that entrepreneurs with higher status perception prefer international activity and firms have higher export intensity and intention. In addition, the social capital of entrepreneurs and institutional environment amplifies the positive relationship between SSP and international behavior.

Originality/value

This paper contributes to research on the upper echelon of management and extends our understanding of how managerial social characteristics influence international strategic decision-making. Besides, it also contributes to the emerging stream of social status research in international expansion studies and expand researchers’ limited understanding of the effects of social status in business settings.

Details

Chinese Management Studies, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1750-614X

Keywords

Article
Publication date: 1 January 2024

Shi Chen, Zhiyong Han, Qiang Zeng, Bing Wang, Liming Wang, Liuyang Guo and Yimin Shao

Hydro-viscous drive (HVD) clutches are widely used in equipment requiring soft start, such as fans and pumps, to transmit torque and adjust speed by changing the gap distance…

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Abstract

Purpose

Hydro-viscous drive (HVD) clutches are widely used in equipment requiring soft start, such as fans and pumps, to transmit torque and adjust speed by changing the gap distance between friction pairs. This paper aims to propose a novel two-parameter evaluation method for HVD during the mixed lubrication stage. The objective is to develop an effective model that establishes the relationship between these parameters and the actual surface topography.

Design/methodology/approach

In the presented methods, the fractal features of the real manufacturing surface are calculated based on the power spectrum function by the ultra-depth three-dimensional microscope. After that, the hybrid friction model of the friction plate is established based on mixed elasto-hydrodynamic lubrication theory, boundary friction model and fractal theory. Then the torque and load bearing characteristics of the clutch are obtained, and the influences of the surface fractal features are investigated and discussed. Finally, the Weierstrass–Mandelbrot function is adopted for the surface topography characterization and evaluation.

Findings

The results indicate that the proposed method exhibits good accuracy, while the speed difference between the friction pair exceeds 2,500 rpm. It is concluded that this paper proposed a way to evaluate the torque and loading capacity of HVD considering the real manufacturing surface topography and is helpful for surface optimization.

Originality/value

The originality and value of this study lie in its development of a novel torque and load bearing capacity evaluation method for HVD in mixed lubrication stage, considering manufacturing surface topography and describing the real manufacturing surface.

Details

Industrial Lubrication and Tribology, vol. 76 no. 1
Type: Research Article
ISSN: 0036-8792

Keywords

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