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Article
Publication date: 12 June 2020

Haili Zhang, Xiaotang Zhang and Michael Song

The purpose of this study is to develop a theoretical model for examining how innovation speed mediates the relationship between knowledge management (KM) and performance and…

1013

Abstract

Purpose

The purpose of this study is to develop a theoretical model for examining how innovation speed mediates the relationship between knowledge management (KM) and performance and empirically tests the proposed model using data collected in the USA and China over three years.

Design/methodology/approach

To avoid common method bias and increase ability to draw causal effects of KM on performance, data were collected over three years. KM data were collected by survey; innovation speed data were collected in the following year; and sales growth and gross margin data were collected over the next three years. After merging the three data sets, the final empirical data used for this study contained data from 354 USA and 647 Chinese firms. Multiple regression analyses were used to test the research hypotheses. Sobel mediation tests were performed to test the mediating effects of innovation speed on the relationship between KM and performance.

Findings

Innovation speed has a U-shaped relationship with performance in both US and Chinese firms. Knowledge generation has an inverted U-shaped relationship with innovation speed in both US and Chinese firms. Knowledge dissemination increases innovation speed in US firms but not in Chinese firms. While knowledge application increases innovation speed in the US firms, it decreases innovation speed in Chinese firms.

Originality/value

This study is among the first to propose and empirically test the KM-innovation speed-performance relationship. This paper advances the KM literature by demonstrating that there is an inverted U-shaped relationship between knowledge generation and innovation speed and that there is a U-shaped relationship between innovation speed and performance. In addition, this study contributed to the cross-national study of KM.

Details

Journal of Knowledge Management, vol. 24 no. 6
Type: Research Article
ISSN: 1367-3270

Keywords

Article
Publication date: 25 February 2020

Yejing Wang, Haili Zhang and Michael Song

The purpose of this study is to investigate the environmental conditions (i.e. competitive intensity) under which a pure strategy or an ambidextrous strategy of implementing…

Abstract

Purpose

The purpose of this study is to investigate the environmental conditions (i.e. competitive intensity) under which a pure strategy or an ambidextrous strategy of implementing responsive market orientations (RMOs) and/or proactive market orientations (PMOs) is more advantageous for firm’s performance.

Design/methodology/approach

Drawing upon the market orientation (MO) and strategy literatures, the authors test the study’s model empirically using a sample of 308 US-based firms operating in industrial markets. All measurement items are taken from the widely used maturity scale which has been confirmed in the literature.

Findings

The empirical results suggest that when the competitive intensity is high, pursuing a purity strategy of RMO while decreasing PMO is the best course of action. On the other hand, balancing between RMO and PMO (implementing a strategy of ambidexterity) can increase firm’s performance in a low competitive intensity environment.

Research limitations/implications

This study aims to contribute to the existing MO literature in several ways: first, this study advances the MO literature by emphasizing the moderating role of competitive intensity on the effects of different MO strategies (purity or ambidextrous MO strategy); second, this study focuses on the firms operating in industrial markets and informs managers on how to adopt RMO and PMO under different level of competitive intensity; third, this study is the extended research of the prior study published in this journal (Wang et al., 2013), which examined the environmental antecedents of adopting RMO and PMO.

Practical implications

First, firms operating in industrial markets should increase RMO, while at the same time decrease PMO, in a highly competitive intensity environment. Second, companies should pursue both RMO and PMO at the same time in a low competitive intensity environment. Balancing between RMO and PMO can improve firms’ performance in a low competitive intensity environment.

Originality/value

This study contributes to the industrial business and marketing literature by sharpening the theoretical understanding of the impact of RMOs and PMOs on firm’s performance. It also offers practical insights to managers of industrial firms on when to adopt RMOs and/or PMOs under different levels of competitive intensity.

Details

Journal of Business & Industrial Marketing, vol. 35 no. 6
Type: Research Article
ISSN: 0885-8624

Keywords

Article
Publication date: 13 April 2020

Haili Zhang, Hans van der Bij and Michael Song

While some studies have found that cognitive biases are detrimental to entrepreneurial performance, others have conjectured that cognitive biases may stimulate entrepreneurial…

1613

Abstract

Purpose

While some studies have found that cognitive biases are detrimental to entrepreneurial performance, others have conjectured that cognitive biases may stimulate entrepreneurial action. This study uses a typology of availability and representative heuristics to examine how two patterns of biases affect entrepreneurial performance. Drawing on ideas from cognitive science, this study predicts that various levels of biases in each pattern stimulate entrepreneurial behavior and performance.

Design/methodology/approach

A profile-deviation approach was employed to analyze data from 253 entrepreneurs and zero-truncated Poisson regression and the zero-truncated negative binomial regression to test hypotheses.

Findings

This study finds some positive associations between a particular level of cognitive biases in each of the two patterns and entrepreneurial behavior and performance. Results show that the patterns of biases often stimulate and never hurt entrepreneurial behavior and performance. The opposite holds for a lack of cognitive biases, which hurts and never stimulates entrepreneurial behavior and performance.

Originality/value

This study examines patterns of cognitive biases of entrepreneurs instead of single biases. The study broadens the perspective on the heuristics and cognitive biases of entrepreneurs by examining patterns of biases emanating from the availability and the representativeness heuristic that make a difference for entrepreneurial behavior and performance. The study also brings the “great rationality debate” closer to the entrepreneurship field by showing that a normative rule based on statistics and probability theory does not benefit entrepreneurial behavior and performance.

Details

International Journal of Entrepreneurial Behavior & Research, vol. 26 no. 4
Type: Research Article
ISSN: 1355-2554

Keywords

Article
Publication date: 31 July 2023

Yufan Wang, Michael Song, Haili Zhang and Sansan Monest Sib

Firms aiming to enhance firm performance require specific investment and qualification of capability. However, the relationship between these factors and firm performance is…

Abstract

Purpose

Firms aiming to enhance firm performance require specific investment and qualification of capability. However, the relationship between these factors and firm performance is influenced by boundary conditions. This study focuses on the role of shared values as a governance mechanism in moderating the relationship between specific investment, qualification of capability, and firm performance.

Design/methodology/approach

Drawing on transaction cost analysis, the authors develop a theoretical model to explore how shared values moderate the relationship between specific investment, qualification of capability, and firm performance. The authors collected data from 156 firms in Cote d’Ivoire, resulting in a sample of 216 observations. The authors employed hierarchical regression analysis and the “pick-a-point approach” to examine how specific investment and qualification of capability impact firm performance at different levels of shared values.

Findings

The results indicate that specific investment and qualification of capability have a partially positive impact on firm performance. Interestingly, shared values are an important moderating variable, acting as a boundary condition that affects the relationship between specific investment, qualification of capability, and firm performance. Specifically, specific investment leads to excellent firm performance only when shared values are not sufficiently high, whereas qualification of capability leads to superior firm performance only when shared values are sufficiently high.

Research limitations/implications

This study has three research implications. First, this study enriches TCA literature by identifying shared values as a boundary condition and examining the moderating role of shared values. Second, the study findings discover new insights into how specific investment and qualification of capability enhance or inhabit organizational performance at different levels of shared values. Third, this study extends the existing research and reveals the specific conditions for positive or negative relationships between specific investment and organizational performance and qualification of capability and organizational performance.

Practical implications

First, compared to specific investment, qualification of capability has greater effect on organizational performance. Second, when considering whether to increase specific investment or/and improve qualification of capability, executives are encouraged to first evaluate their firm's level of shared values and then make appropriate strategic decision accordingly. Third, six tactics are recommended for enhancing shared values.

Originality/value

This study enriches the literature on transaction cost analysis and contributes to understanding the moderating role of shared values. The findings shed light on the specific investment, qualification of capability, and firm performance relationships. Additionally, this research highlights the importance of considering shared values as a boundary condition in examining these relationships.

Details

Marketing Intelligence & Planning, vol. 41 no. 6
Type: Research Article
ISSN: 0263-4503

Keywords

Article
Publication date: 17 October 2019

Haili Zhang and Michael Song

The purpose of this paper is to examine the moderating effects of market growth on the relationships between power distance and new venture performance and between market…

Abstract

Purpose

The purpose of this paper is to examine the moderating effects of market growth on the relationships between power distance and new venture performance and between market information utilization in new ventures and new venture performance in China.

Design/methodology/approach

This study uses content analyses and OLS regressions.

Findings

First, power distance and market information utilization have positive effects on Chinese new venture performance. Second, in a low market growth environment, increasing power distance increases Chinese new venture performance. Third, in a high market growth environment, increasing power distance decreases, not increases, Chinese new venture performance.

Research limitations/implications

This study contributes to the market orientation literature by examining the moderating effects of market growth on the market information utilization-performance relationship in China. This study also adds to the existing understanding of power distance and market information utilization in contingency theoretical perspective.

Practical implications

Chinese new ventures operating in a high-growth market should reduce power distance. However, when operating in the low market growth industry, Chinese new ventures should increase power distance. While all Chinese new ventures should use market information to make decisions, the roles of market information are more important for Chinese new ventures operating in high market growth industries than for those operating in low market growth industries.

Originality/value

This study examines the moderating effects of market growth on the positive relationship between power distance and Chinese new venture performance and the positive relationship between market information utilization on Chinese new venture performance in the same model.

Details

Chinese Management Studies, vol. 13 no. 4
Type: Research Article
ISSN: 1750-614X

Keywords

Article
Publication date: 5 July 2011

Haili Zhang, Fuzhen Tian, Song Chen, Qinghua Guo, Fen Liu and Donglan Sun

The purpose of this paper is to develop a kind of novel and high‐performance rheological additive, an eco‐friendly composite of anatase nano‐TiO2 particles and xanthan gum (NTX)…

Abstract

Purpose

The purpose of this paper is to develop a kind of novel and high‐performance rheological additive, an eco‐friendly composite of anatase nano‐TiO2 particles and xanthan gum (NTX), for interior wall coatings.

Design/methodology/approach

NTX was prepared through heating and refluxing the mixture of TiO2 hydrosol and xanthan gum, and five interior wall coating samples were fabricated with different NTX contents. The morphology of nano‐TiO2 hydrosol and NTX were characterised with TEM, and the stability and rheological properties of these coating samples were studied.

Findings

TEM images showed a core‐shell structure of NTX, and that nano‐TiO2 particles in it were encapsulated by xanthan gum, which was anticipated to weaken Van der Waals force among nano‐TiO2 particles thus preventing the aggregation of nano‐particles. All of the five coating samples were found to be non‐Newtonian pseudo‐plastic fluid, and showed excellent stability and thixotropic property.

Research limitations/implications

This paper focused on the preparation, the characterisation of NTX additive and the study of the rheological behaviours of the coating samples with NTX. Some other aspects, such as coating durability, photocatalytic ability and film properties, will be studied in the future.

Practical implications

It was proven that NTX was an effective eco‐friendly rheological additive for interior wall coatings. Consequently, this paper threw light on developing eco‐friendly interior wall coatings.

Originality/value

A kind of novel and effective rheological additive was developed for interior wall coatings in the study reported in the paper. A method was also developed to introduce functional nano‐particles into coating in a good dispersion state.

Details

Pigment & Resin Technology, vol. 40 no. 4
Type: Research Article
ISSN: 0369-9420

Keywords

Article
Publication date: 14 December 2021

Yun Huang, Kaizhou Gao, Kai Wang, Haili Lv and Fan Gao

The purpose of this paper is to adopt a three-stage cloud-based management system for optimizing greenhouse gases (GHG) emission and marketing decisions with supplier selection…

Abstract

Purpose

The purpose of this paper is to adopt a three-stage cloud-based management system for optimizing greenhouse gases (GHG) emission and marketing decisions with supplier selection and product family design in a multi-level supply chain with multiple suppliers, one single manufacturer and multiple retailers.

Design/methodology/approach

The manufacturer purchases optional components of a certain functionality from his alternative suppliers and customizes a set of platform products for retailers in different independent market segments. To tackle the studied problem, a hierarchical analytical target cascading (ATC) model is proposed, Jaya algorithm is applied and supplier selection and product family design are implemented in its encoding procedure.

Findings

A case study is used to verify the effectiveness of the ATC model in solving the optimization problem and the corresponding algorithm. It has shown that the ATC model can not only obtain close optimization results as a central optimization method but also maintain the autonomous decision rights of different supply chain members.

Originality/value

This paper first develops a three-stage cloud-based management system to optimize GHG emission, marketing decisions, supplier selection and product family design in a multi-level supply chain. Then, the ATC model is proposed to obtain the close optimization results as central optimization method and also maintain the autonomous decision rights of different supply chain members.

Details

Industrial Management & Data Systems, vol. 122 no. 6
Type: Research Article
ISSN: 0263-5577

Keywords

Article
Publication date: 24 February 2020

Haili Pan

Many companies strengthen their interaction with consumers by establishing online communities and bring convenience to value co-creation with consumers. Some companies use…

Abstract

Purpose

Many companies strengthen their interaction with consumers by establishing online communities and bring convenience to value co-creation with consumers. Some companies use economic and social strategies to stimulate consumer value creation. However, the way to increase the effectiveness of such corporate strategies remains unclear. To address this challenge, this study investigates the impact patterns of economic and social strategies that influence consumers' value co-creation behaviour in firm-hosted online communities (FOCs). Moreover, the effective conditions for the value co-creation of the two strategies are explored.

Design/methodology/approach

Data from an FOC were collected for electronic communications products. A total of 1,305 second-hand data records on value co-creation activities were obtained. Then, an econometric model was built and Stata14.0 software was used for data analysis.

Findings

The effect of economic interaction strategy on the value co-creation in online communities is an inverted U-shaped model, and that of social interaction strategy is relatively stable and is not an inverted U-shaped model. Value creation initiatives introduced by enterprise personnel adopt economic strategies to improve effectiveness. On the contrary, value co-creation activities initiated by consumers use social strategies for the same purpose. Economic strategies are effective for large teams, whereas social strategies may lead to a “free rider” mentality.

Research limitations/implications

This study finds two important factors affecting the value co-creation in FOCs and their effective boundaries. However, other factors may also affect the online community value co-creation. Future research can further explore the intrinsic mechanisms of these strategies for value co-creation.

Practical implications

This article mainly discusses the influence of stimulation strategies on the value co-creation in an actual company community and exhibits good practical significance for the value co-creation activity and management in online communities. Firstly, corporate strategy is effective in communities, but this strategy requires proper control. Secondly, the company strategy must consider appropriate application conditions.

Originality/value

This study deepens the understanding of the impact of economic and social strategies on the value co-creation in FOCs and the effective boundaries of these impact patterns.

Details

Online Information Review, vol. 44 no. 3
Type: Research Article
ISSN: 1468-4527

Keywords

Article
Publication date: 27 May 2014

Hongyun Zhang, Tan Zhang, Haili Cai, Yahui Li, Wayne Wei Huang and Dongming Xu

The purpose of this paper is to help enhance the scholarly conversation about the essential nature of the entrepreneurial orientation (EO) construct, its dimensionality and…

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Abstract

Purpose

The purpose of this paper is to help enhance the scholarly conversation about the essential nature of the entrepreneurial orientation (EO) construct, its dimensionality and measurement. The authors focus on how EO was defined and measured in various contexts, which is the basis for the proposed five-dimensional EO scale (FDEOS).

Design/methodology/approach

Survey was conducted in design industry in China. A pilot test was conducted with 20 Chinese firms. Questionnaires were sent to 1,200 firms. A total of 408 complete and valid questionnaires were received.

Findings

It was found that a behavior aspect of EO as a second-order reflective model had a greater degree of agreement among scholarly community. As a result, a new FDEOS was proposed from behavioral perspective. Data were collected from 408 firms of design industry in a big developing country.

Originality/value

While five-dimensional EO construct is a well-recognized concept in the literature on entrepreneurship, little is known about its measurement. The research reported in this paper provides support for this assertion and develops a new scale, FDEOS, that designed to be neutral with regard to industry context and type of organization.

Details

Journal of Entrepreneurship in Emerging Economies, vol. 6 no. 2
Type: Research Article
ISSN: 2053-4604

Keywords

Article
Publication date: 17 August 2021

Sut Ieng Lei, Haili Shen and Shun Ye

Chatbot users’ communication experience with disembodied conversational agents was compared with instant messaging (IM) users’ communication experience with human conversational…

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Abstract

Purpose

Chatbot users’ communication experience with disembodied conversational agents was compared with instant messaging (IM) users’ communication experience with human conversational agents. The purpose of this paper is to identify what affects users’ intention to reuse and whether they perceive any difference between the two.

Design/methodology/approach

A conceptual model was developed based on computer-mediated communication (CMC) and interpersonal communication theories. Data were collected online from four different continents (North America, Europe, Asia and Australia). Partial least squares structural equation modeling was applied to examine the research model.

Findings

The findings mainly reveal that media richness and social presence positively influence trust and reuse intention through task attraction and social attraction; IM users reported significantly higher scores in terms of communication experience, perceived attractiveness of the conversational agent, and trust than chatbot users; users’ trust in the conversational agents is mainly determined by perceived task attraction.

Research limitations/implications

Customers’ evaluation of the communication environment is positively related to their perceived competence of the conversational agent which ultimately affect their intention to reuse chatbot/IM. The findings reveal determinants of chatbot/IM adoption which have rarely been mentioned by previous work.

Practical implications

Practitioners should note that consumers in general still prefer to interact with human conversational agents. Practitioners should contemplate how to combine chatbot and human resources effectively to deliver the best customer service.

Originality/value

This study goes beyond the Computer as Social Actor paradigm and Technology Acceptance Model to understand chatbot and IM adoption. It is among one of the first studies that compare chatbot and IM use experience in the tourism and hospitality literature.

Details

International Journal of Contemporary Hospitality Management, vol. 33 no. 11
Type: Research Article
ISSN: 0959-6119

Keywords

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