How does personalization affect brand relationship in social commerce? A mediation perspective

2020 ◽  
Vol 37 (5) ◽  
pp. 473-486
Author(s):  
Trang P. Tran ◽  
Michelle van Solt ◽  
James E. Zemanek Jr
Keyword(s):  
Structural Equation ◽  
Positive Impact ◽  
Group Analysis ◽  
Equation Modeling ◽  
Social Commerce ◽  
Market Segments ◽  
Content Type ◽  
General Data Protection Regulation ◽  
Customer Perceptions ◽  
Personalized Advertising

Purpose This paper aims to tests a conceptual model capturing the influence of personalized advertising on customer perceptions of brands in social media and identifies three market segments based on customers’ reactions to personalized ads. Design/methodology/approach Two studies are developed to test the model using partial least squares structural equation modeling (PLS-SEM). Additionally, cluster analysis, multi-group analysis (MGA) and serial mediation tests are also conducted to provide better insights into the results. Findings The results of the two studies show that all nine hypotheses are supported except for H4 in Study 1. Three market segments (ad lovers, ad adjusters and ad haters) are identified. Each segment has a typical attitude toward personalized advertisements. Research limitations/implications Built on self-congruence literature, the current research posits that consumer-brand self-congruence can be established when a customer sees a brand advertised on Facebook after searching for that brand online. Consistently, this paper finds that through self-congruence, personalized advertising has a positive impact on brand-related outcomes. Practical implications Three segments identified – “ad lovers,” “ad adjusters” and “ad haters” are important for marketers. Companies should develop an appropriate advertising campaign for each segment, especially once the general data protection regulation is in place. Companies will be subject to a noncompliance penalty if an advertisement is posted on a user s account without approval. Identifying this segment promptly will not only enable companies to save resources but also help avoid legal complications associated with privacy concerns. Originality/value This research sheds light on the effects of personalized advertising on customer perceptions of brands in social commerce.

The role of buyer-seller guanxi facets and positions in social commerce: an analysis of the buyer's perspective in Taiwan

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Wen-Kuei Wu ◽  
Hsiao-Chung Wu ◽  
Chih-Sung Lai
Keyword(s):  
Purchase Intention ◽  
Structural Equation ◽  
Online Survey ◽  
Positive Impact ◽  
Equation Modeling ◽  
Social Commerce ◽  
Content Type ◽  
And Cluster Analysis ◽  
The Individual

PurposeThis study aims to explore how a buyer's perceived buyer-seller (B-S) guanxi facets (i.e. ganqing, renqing and mianzi) and guanxi positions (i.e. zi-ji-ren, shou-ren and sheng-ren) affect the seller's influence effectiveness (SIE) and purchase intention (PI) in social commerce.Design/methodology/approachThis study conducted an online survey in three cities of Taiwan and collected a total of 364 data. The structural equation modeling and cluster analysis were used to test research hypotheses.FindingsThe results indicate that (1) each guanxi facet exerts a different and positive impact on SIE, but only one guanxi facet – renqing – helps improve PI, (2) guanxi facets can be used to predict the buyer's perceived guanxi position toward the seller, (3) the effect of guanxi facets on SIE and PI varies across B-S guanxi positions and (4) the SIE positively mediates effects of guanxi facets on the PI.Originality/valueThis study demonstrates the individual effect of each guanxi facet on SIE and PI and affirms the implicit guanxi position features guanxi facets and determines the buyer's perceived SIE and PI as well. To the best of our knowledge, these findings are rarely proposed in previous research and are beneficial for understanding the guanxi mechanism in social commerce.

Motivational determinants of digital ticketing: the mediating effect of service satisfaction and the moderating effect of psychological discomfort

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sanghoon Kim ◽  
Ho Yeol Yu ◽  
Hyun-Woo Lee
Keyword(s):  
Intrinsic Motivation ◽  
Structural Equation ◽  
Positive Impact ◽  
Group Analysis ◽  
Mediating Effect ◽  
Service Satisfaction ◽  
Equation Modeling ◽  
Intention To Use ◽  
Sporting Events ◽  
Content Type

PurposeThe purpose of the study was (1) to examine the motivational composites determining consumers' continued intention to use digital ticketing via self-service technology (SST) by integrating service satisfaction and (2) to ascertain the differences between consumers according to their psychological discomfort toward technology.Design/methodology/approachData were collected using a structured questionnaire, and a total of 323 were included in the analysis. Partial least squares structural equation modeling (PLS-SEM) was utilized to test motivational determinants of digital ticketing. In addition, permutation-based multi-group analysis was performed to investigate the differences between consumers with high and low technology discomfort.FindingsBoth intrinsic and extrinsic motivation are positive predictors of continued intention to use digital ticketing, but only intrinsic motivation has a positive impact on continued intention through service satisfaction. Moreover, the relationship between intrinsic motivation, service satisfaction and continued intention was stronger for consumers with high psychological discomfort than those with low psychological discomfort.Originality/valueGiven the conspicuous characteristics of the digital ticketing process for sporting events, the insights gained from the study may be of assistance to researchers and practitioners in understanding sport consumers' ticket consumption behavior and the determinants of SST usage.

Explorative learning strategy and its impact on creativity and innovation

2017 ◽  
Vol 23 (5) ◽  
pp. 957-983 ◽  
Author(s):  
Naser Valaei ◽  
Sajad Rezaei ◽  
Maryam Emami
Keyword(s):  
Structural Equation ◽  
Learning Strategy ◽  
Positive Impact ◽  
Group Analysis ◽  
Partial Least Square ◽  
Least Square ◽  
Equation Modeling ◽  
Content Type ◽  
Explorative Learning ◽  
Creativity And Innovation

Purpose The purpose of this paper is to examine the structural relationships among explorative learning strategy, improvisational creativity, compositional creativity, and innovation in information and communication technology small- and medium-sized enterprises (ICT-SMEs). Design/methodology/approach In total, 213 valid questionnaires from SMEs’ top management positions were evaluated to investigate the proposed model of the research empirically. As a methodological approach, partial least square (PLS) path modeling approach, a variance-based structural equation modeling was employed. Findings The statistical results imply that explorative learning has a positive impact on improvisational creativity and innovation while improvisational creativity has a positive influence on compositional creativity and innovation as well. Compositional creativity and innovation are also positively associated. Surprisingly, improvisational creativity mediates the relationship between explorative learning and innovation. Furthermore, PLS-multi group analysis reveals that heterogeneity exists in the collected data and number of employees is a moderating variable. The results of the research indicate that companies with number of employees between 51 and 100 are more creative and innovative in comparison with other groups. On the other hand, the positive relationship between explorative learning and compositional creativity was not supported in this research. Originality/value This study is one of the few research works in the realm of examining the structural relationship among explorative learning strategy, improvisational creativity, compositional creativity, and innovation in ICT-SMEs, regarding the number of employees as a moderating variable.

Does employee willingness to take risks affect customer loyalty? A moderated mediation examination of innovative behaviors and decentralization

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohd Ahmad Al-Hawari ◽  
Shaker Bani-Melhem ◽  
Faridahwati Mohd. Shamsudin
Keyword(s):  
Personality Traits ◽  
Customer Loyalty ◽  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Frontline Employees ◽  
Content Type ◽  
Mediating Role ◽  
Hotel Managers ◽  
Innovative Behaviors

Purpose This study aims to build on the trait activation and interactionist perspective theories to investigate the effect of frontline employees’ (FLEs) willingness to take risks on hotel guest loyalty by assessing the mediating role of their innovative behaviors. It also examines whether decentralization strengthens the positive impact of willingness to take risks on innovative behavior and, subsequently, customer loyalty. Design/methodology/approach The authors collected multilevel data from various sources – hotel FLEs (n = 183), hotel operation managers (n = 46) and hotel guests/customers (n = 266) – from five-star hotels operating in Dubai. Structural equation modeling and PROCESS macro (version 3.5) were used to analyze the data. Findings The findings showed that willingness to take risks indirectly (via innovative behaviors) affects guest/customer loyalty positively. This effect is strengthened when the hotel is decentralized. Practical implications This study provides insight into how hotel managers can foster customer loyalty. More specifically, they can do so by establishing employees’ innovative behaviors triggered by employees’ positive personality traits and by giving employees more autonomy. Originality/value The present study addresses recent calls to investigate the positive impact of FLEs’ personality traits, attitudes and behaviors on customer loyalty.

Building trust by signaling trustworthiness in service retail

2014 ◽  
Vol 28 (5) ◽  
pp. 361-373 ◽  
Author(s):  
Husni Kharouf ◽  
Donald J. Lund ◽  
Harjit Sekhon
Keyword(s):  
Customer Loyalty ◽  
Structural Equation ◽  
Positive Impact ◽  
Past Research ◽  
Customer Relationships ◽  
Mediating Effect ◽  
Equation Modeling ◽  
Content Type ◽  
Survey Responses ◽  
Customer Trust

Purpose – The purpose of this paper is to investigate the role of retailer trustworthiness in driving customer trust and the subsequent impact on loyalty. The authors position trustworthiness as a mediator in the link between retail strategies and the development of trust. They model customer loyalty to the service retailer as a function of the trust created through trustworthy perceptions. Design/methodology/approach – The authors validate their model using 420 survey responses from customers in a service retail setting. Nine research hypotheses were tested using structural equation modeling. Alternate models are estimated, and the results provide support for the theory-based trustworthiness mediation model. Findings – Trustworthy behaviors first build trustworthiness, which then translates into customer trust and ultimately has a positive impact on both behavioral and attitudinal loyalty. Research limitations/implications – The research highlights the importance for retailers to signal their trustworthiness to build customer trust and loyalty. Researchers should measure trustworthiness perceptions when examining customer relationships and managers should plan strategically to develop both trust and trustworthiness with their customers. Originality/value – This study is one of the first to investigate the mediating effect of trustworthiness on customer loyalty in service settings. While past research has investigated dimensions of trustworthy behaviors, none has included a measure of trustworthiness perceptions and consumer trust in the same theoretical model. The results of the research provide important insights for both researchers and managers.

Impacts of city personality and image on revisit intention

2015 ◽  
Vol 1 (1) ◽  
pp. 50-69 ◽  
Author(s):  
Hong-bumm Kim ◽  
Sanggun Lee
Keyword(s):  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Causal Relationships ◽  
City Image ◽  
Content Type ◽  
Dynamic Image ◽  
Revisit Intention ◽  
The Relationship ◽  
The City

Purpose – The purpose of this paper is to examine the causal relationships of city personality and city image, together with the possible effect of city image on the revisit intention of visitors, through empirical validation, so that some meaningful implications can reveal to city planners and marketers how the city tourists can be affected by the personality and image of the city. Design/methodology/approach – This study offers an integrated approach to understanding the relationship between city personality and city image. The research model investigates the relevant relationships among the underlying dimensions of city personality and city image by using a structural equation modeling (SEM) approach. Data obtained from a sample of 302 respondents drawn from a web-based survey in South Korea were analyzed with AMOS program. Findings – The results of this empirical study indicate that city personality positively or negatively affect city image depending on the nature of constructs. Positive relationships are found to exist between excitement as well as sophistication personality and dynamic image of city. On the contrary, the relationship between sincerity personality and dynamic image is negative. All the specific three images of city: dynamic, specific, and static image show positive impact on revisit intention of city tourists. Originality/value – The empirical results of this study provide tenable evidence that the proposed SEM designed to consider city personality and city image, and revisit intention simultaneously is acceptable. Even though in the previous literature, researchers tried to explain the relationship between city personality and city image, the conceptual model and empirical studies pertaining to causal relationships among those constructs have not been thoroughly examined. It is believed that this study has a substantial capability for generating more precise applications related to city tourism, especially concerning city personality and city image.

The effects of knowledge creation process on organizational performance using the BSC approach: the mediating role of intellectual capital

2018 ◽  
Vol 22 (4) ◽  
pp. 802-823 ◽  
Author(s):  
Gholamhossein Mehralian ◽  
Jamal A. Nazari ◽  
Peivand Ghasemzadeh
Keyword(s):  
Organizational Performance ◽  
Intellectual Capital ◽  
Knowledge Creation ◽  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Success Factor ◽  
Content Type ◽  
Key Dimensions ◽  
The Relationship

PurposeKnowledge is a key success factor in achieving competitive advantage in the current fast-paced and uncertain economic environment. Several studies in the literature have analyzed the relationship between knowledge creation (KC) and organizational success; however, the mechanisms by which KC leads to accumulation of intellectual capital (IC) and thereby affects various dimensions of organizational performance are understudied. The purpose of this paper is to examine how KC and IC and their relationship influence key dimensions of organizational performance.Design/methodology/approachA research model was developed and tested based on the literature in the areas of KC, IC and organizational performance. This study uses a survey sent to companies in an intensive knowledge-based industry. The balanced scorecard (BSC) approach was used to measure the key dimensions of organizational performance.FindingsThe results from structural equation modeling (SEM) on 470 completed questionnaires received from the pharmaceutical companies in Iran reveal that KC activities lead to the accumulation of organizational IC and IC has a crucial and positive impact on the BSC. Furthermore, the results from the path analysis indicate that IC mediates the effects of KC on the BSC.Practical implicationsThe findings of this study contribute to the extant literature on the relationship between knowledge and organizational performance by demonstrating that knowledge and KC lead to performance when organizations utilize KC activities and leverage them to accumulate IC. Once used effectively, IC will result in a better performance in the knowledge-intensive environments.Originality/valueThis is the first study that investigates how KC contributes to firm performance by incorporating the mediating impact of IC on the BSC. The proposed model and results will help organizations to identify the mechanisms through which KC initiatives improve organizational performance.

How social media influencer’s event endorsement changes attitudes of followers: the moderating effect of followers’ gender

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jie Sun ◽  
Xi Yu Leung ◽  
Billy Bai
Keyword(s):  
Social Media ◽  
Attitude Change ◽  
Behavioral Intentions ◽  
Structural Equation ◽  
Group Analysis ◽  
Equation Modeling ◽  
Content Type ◽  
Mediating Role ◽  
Marketing Effectiveness ◽  
Marketing Tool

Purpose This paper aims to study how a social media influencer (SMI) endorsement affects followers’ event attitude and behavioral intentions. More importantly, it comparatively examines the role of followers’ gender in event SMI marketing effectiveness. Design methodology approach Based on the congruity theory of attitude change, the current study developed an integrated framework of SMI marketing. In total, 335 online surveys were collected. Partial least squares structural equation modeling and multi-group analysis were conducted to test the hypotheses. Findings Results show that a follower’s attitude and behavioral intentions toward the event are affected by his or her influencer attitude. The present study also finds that follower’s social media post attitude plays a mediating role. Moreover, female followers are impacted more directly by their influencer attitude, while male followers are affected more indirectly through their attitude toward the social media posts. Research limitations implications The current study not only extends the event literature on SMI marketing but also provides recommendations for event professionals on SMI selection. Originality value This study examines SMI endorsement as a relatively new marketing tool in the event setting. It also is a pioneer study in testing the effect of social media followers’ gender differences.

Social media overload, gender differences and knowledge withholding

Kybernetes ◽  
2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dongming Wu ◽  
Junjun Zheng
Keyword(s):  
Gender Differences ◽  
Social Media ◽  
Emotional Exhaustion ◽  
Structural Equation ◽  
Online Survey ◽  
Role Theory ◽  
Group Analysis ◽  
Equation Modeling ◽  
Content Type ◽  
The Impact

PurposeDrawing on the stress and coping theory, conservation of resources (COR) theory and social role theory, this study aims to investigate the impact of social media overload on knowledge withholding behavior and examine the gender differences in social media overload, engendering knowledge withholding.Design/methodology/approachBy hiring a professional online survey company, this study collected valid responses from 325 general social media users. The structural equation modeling (SEM) technique, bootstrapping method and multi-group analysis were used to test the proposed theoretical model.FindingsThe empirical results reveal that three types of social media overload positively affect users' knowledge withholding behavior and that emotional exhaustion significantly mediates the above relationships. The multi-group analysis demonstrates that gender differences do exist in the decision-making process of knowledge withholding; for example, females are more likely than males to become emotionally exhausted from social media overload, while males are more likely than females to engage in knowledge withholding behavior in the case of emotional exhaustion.Originality/valueThis study contributes to the existing body of knowledge by examining the relationship between social media overload and knowledge withholding, verifying the mediating role of emotional exhaustion as the key mechanism linking them, and narrowing the research gap of lacking gender differences research in knowledge withholding literature.

Impact of business model innovations on SME’s innovativeness and performance

2019 ◽  
Vol 14 (4) ◽  
pp. 521-539 ◽  
Author(s):  
Rimantas Gatautis† ◽  
Egle Vaiciukynaite ◽  
Asta Tarute
Keyword(s):  
Business Model ◽  
Structural Equation ◽  
Positive Impact ◽  
Equation Modeling ◽  
Future Research ◽  
Data Set ◽  
Content Type ◽  
Innovation Activities ◽  
Organizational Inertia ◽  
Multiple Characteristics

Purpose Business model innovations (BMIs), their drivers and outcomes are attracting increasing attention in academic literature. However, previous studies have mainly focused on large companies, while knowledge of BMI in small-to-medium-sized enterprises (SMEs) is limited. Therefore, the purpose of this paper is to add new insights into how related BMI drivers, practices and outcomes are in relation to SMEs. Design/methodology/approach An extensive review of the existing literature was performed. Consequently, the relationships between BMI drivers, BMI practices and outcomes of BMI were developed as a conceptual framework. An empirical study was carried out. A structural equation modeling (SEM) procedure was used to empirically test the model using a quantitative data set of Lithuanian SMEs (n=73). Findings The study provides insights into the relations between BMI drivers, BMI practices and outcomes of BMI in SMEs. The findings of SEM, four drivers (innovation activities, strategic orientation, market and technology turbulence, respectively) are indicated to contribute to BMI of SMEs. In addition, the results proved that the implementation of BMI practices leads to strategic and architectural changes in firms and has a positive impact on SMEs performance and innovativeness. Research limitations/implications Empirical research is focused on a limited number of internal and external BMI drivers, which have an influence on BMI in SMEs from one geographical region. Consequently, there are many external and internal BMI drivers which also may have an influence on BMI in SMEs, such as industry life cycle, organizational inertia and leadership. Meanwhile, SMEs possess multiple characteristics, i.e. a phase of maturity, gender of CEO, firm size and industry; therefore, the aforesaid aspects are considered to be significant limitations. In addition, the importance of SMEs characteristics as mediators for the effects on a firm’s performance and innovativeness should be considered in future research avenues. Practical implications Findings of this research can be used by SME managers to better understand how firms might actively engage in BMI practices, what drivers lead to BMI and, in turn, affect their firm’s performance and innovativeness. SME managers should be encouraged to pay attention to strategic and architectural changes of BM that can contribute to enterprise performance and innovativeness. Originality/value This paper adds to the stream of BMI research by empirically exploring drivers and outcomes of BMI in SMEs. In addition, this paper fulfills research gaps proposed by Bouwman et al. (2018), Foss and Saebi (2017), Heikkilä, Bouwman and Heikkilä (2018) and Lambert and Davidson (2013), and enhances the current overall understanding of BMIs.

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