Intention to continue using mobile learning: the effects of perceived values and role of locus of control

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Roche Tumlad Magsayo

PurposeThe study aims to determine the factor of perceived machine learning adoption (MLA) values that affect learners' intention to continue using (ICU), the extent of their relationships in the learners' ICU and the role of locus of control (LOC) in their relationship.Design/methodology/approachThe study employed a rigorous literature review of MLA studies that lead to a multidimensional value-based theoretical model. This model combined the theory of consumption and altruistic values. Simple descriptive statistics provide the frequency and percentage of the demographic profile. An orthogonalized approach was used to assess for investigating moderating effects. The data and model analysis used a convenience sample of 419 undergraduate perceptions of MLA value from rural higher education institutions (HEIs) in the Philippines.FindingsThe findings indicate that three perceived values (functional value (FUV), social value (SOV) and spiritual value (SPV)) of MLA significantly affect learners' ICU. Interestingly, the study found that LOC strengthens the positive relationship of FUV on learners' ICU.Originality/valueThe study is one of the few to provide evidence on using a multidimensional value-based adoption model in MLA. The study successfully integrates SPV to the concept of perceived value ignored in the theory of consumption value (TCV) and the role of LOC on FUV relationship to learners' ICU.

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
He Ding ◽  
Xinqi Lin ◽  
Weilin Su

Purpose This study aims to investigate the mediating role of positive affect and the moderating role of deficit correction in the relationship between employee strengths use and innovative behavior. Design/methodology/approach This study adopted a three-wave research design to gather data. A convenience sample of 189 employees working in diverse organizations in China was applied to examine the hypotheses. Findings The results indicated that employee strengths use was positively related to innovative behavior, and positive affect mediated the relationship between employee strengths use and innovative behavior. In addition, deficit correction enhanced the direct relationship of employee strengths use with positive affect and the indirect relationship of employee strengths use with innovative behavior through positive affect. Originality/value The current study contributes to the existing literature on employee strengths use-innovative behavior relationships by revealing positive affect as a mediator and deficit correction as a moderator between employee strengths use and innovative behavior.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shikha Rana ◽  
Shalini Singh

Purpose Performance appraisal (PA) is one of the most indispensable human resource management practices as many critical decisions regarding employees’ performance are heavily based on the PA results as they are responsible for various attitude-related outcomes. This study aims to investigate the relationship between PA justice and affective commitment (AC) of employees in the Indian banking sector, and to examine the moderating effects of age and gender on this relationship. Design/methodology/approach A total of 298 employees from the banking sector were randomly selected to examine the relationship between PA justice and AC along with the moderating role of age and gender on this relationship through structural equation modelling using AMOS 21. Findings The findings of the study supported hypothesized relationships as PA justice significantly predicted the AC of bank employees in India. The moderating effects of age and gender on the relationship of PA justice and AC are found to be high for older employees and female employees, respectively. Research limitations/implications As the present study was cross-sectional, so any inferences regarding causality are limited. Theoretical and managerial implications have been discussed in the context of banking sector. Originality/value The paper contributes new insights to the existing literature by examining the moderating effects of age and gender on the relationship of PA justice and AC in the context of Indian banking sector.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Muhammad Asim Rafique ◽  
Yumei Hou ◽  
Muhammad Adnan Zahid Chudhery ◽  
Nida Gull ◽  
Syed Jameel Ahmed

PurposeInnovations are imperative for organizational growth and sustainability. This study focuses on the employees' innovative behavior, a source of organizational innovations, which has received substantial attention from the researchers. Based on the psychological empowerment theory, the study exposes the effect of the various dimensions of public service motivation (PSM) on employees' innovative behavior (IB) in public sector institutions especially in the context of developing countries such as Pakistan. Moreover, the study also investigates the mediating role of psychological empowerment (PSE) between the dimensions of PSM and IB.Design/methodology/approachThis study used the cross-sectional research design. By using random sampling, the adapted survey questionnaires were used to collect data from 346 faculty members of public sector universities located in provincial capitals of Pakistan. A partial least square–structural equation modeling (PLS-SEM) tool was used to assess the proposed hypotheses through SMART-PLS software.FindingsResults revealed that attraction to policymaking (APM), compassion (COM), self-sacrifice (SS) have a significant impact on employees' PSE and their innovative behavior, while the relationship of commitment to the public interest (CPI) with PSE and IB was found insignificant. Moreover, PSE partially mediated the relationship between PSM dimensions and employees' IB.Originality/valueThere was a scarcity of research on IB especially in public sector institutions such as academia. This study theoretically contributed to the literature by providing a refined picture in assessing the proposed relationship of the constructs. This is also one of the original studies that examine the relationship between the dimensions of PSM and IB.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dessalegn Getie Mihret ◽  
Monika Kansal ◽  
Mohammad Badrul Muttakin ◽  
Tarek Rana

Purpose This study aims to examine the setting of International Standards on Auditing (ISA) 701 on disclosing key audit matters (KAMs) to explore the role of standard setting in maintaining or reconstituting the relationship of the auditing profession with preparers and users of financial reports. Design/methodology/approach This study draws on concepts from the sociology of the professions literature and the regulatory space metaphor. Data comprises comment letters and other documents pertaining to the setting of ISA 701. Findings The study shows that the KAM reporting requirement is part of the ongoing re-calibration of the regulatory arrangements governing auditing, which started in the early 2000s. This study interprets standard setting as a site for negotiating the relationships between linked ecologies in the audit regulatory space, namely, the auditing profession, preparers of financial statements and users of audited reports. This study identifies three processes involved in setting ISA 701, namely, reconstitution of the rules governing auditors’ reports as a link between the three ecologies, preserving boundaries between the auditing profession and preparers and negotiation aimed at balancing competing interests of the interrelated ecologies. Originality/value The study offers insights into the role of regulatory rule setting as a central medium through which the adaptive relationship of the profession with its environment is negotiated.


2019 ◽  
Vol 57 (9) ◽  
pp. 2414-2435
Author(s):  
Wenge Zhang ◽  
Jun Li ◽  
Yiyuan Mai

Purpose The purpose of this paper is to examine the relationship between industry association membership and firm innovation in Chinese private ventures. A secondary objective is to investigate potential moderating effects of firm learning practices and founder characteristics on the above relationship, and to draw out implications for policymakers and practitioners. Design/methodology/approach The paper utilizes data from a sample of 567 Chinese entrepreneurial firms operating in 9 designated emerging industries. Hierarchical regression models were employed to analyze the effect of industry association membership on firm innovation, and the potential moderating effects. A 2SLS procedure was adopted to control for potential endogeneity issue. Supplemental analyses were conducted to ensure the robustness of the findings. Findings The paper provides empirical insights about how industry association membership, along with firm learning practice and founder leadership, affect firm innovation in Chinese private ventures in emerging industries. It suggests that industry association membership positively affects firm innovation. Further, there is a three-way interaction effect of industry association membership, learning practice and founder power on innovation. Research limitations/implications Due to the design of the data set, there are some limitations. First, the study only considered whether a firm belongs to an industry association, but not the nature of such membership (length, firm status in the association, etc.). Second, the cross-sectional design may limit the power of the study to make casual implications about the tested relationships. Practical implications The paper provides important practical implications for policymakers and entrepreneurs in China. In general, the results suggest that private ventures pursuing innovation in emerging industries can benefit from industry associations, and entrepreneurs shall actively engage in firm-level and personal-level learning. For policymakers, the study suggests that to foster innovation in an emerging industry, special attention shall be paid to building necessary institutional support to develop and to strengthen the role of industry association in the industry. Originality/value This paper fulfills an important gap in the literature in that it is one of the first, which investigates the role of the industry association in firm innovation, especially in a non-western context. This paper provides new insights into the role of industry association and firm innovation in an under-researched developing economy context.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Xusen Cheng ◽  
Ying Bao ◽  
Alex Zarifis ◽  
Wankun Gong ◽  
Jian Mou

PurposeArtificial intelligence (AI)-based chatbots have brought unprecedented business potential. This study aims to explore consumers' trust and response to a text-based chatbot in e-commerce, involving the moderating effects of task complexity and chatbot identity disclosure.Design/methodology/approachA survey method with 299 useable responses was conducted in this research. This study adopted the ordinary least squares regression to test the hypotheses.FindingsFirst, the consumers' perception of both the empathy and friendliness of the chatbot positively impacts their trust in it. Second, task complexity negatively moderates the relationship between friendliness and consumers' trust. Third, disclosure of the text-based chatbot negatively moderates the relationship between empathy and consumers' trust, while it positively moderates the relationship between friendliness and consumers' trust. Fourth, consumers' trust in the chatbot increases their reliance on the chatbot and decreases their resistance to the chatbot in future interactions.Research limitations/implicationsAdopting the stimulus–organism–response (SOR) framework, this study provides important insights on consumers' perception and response to the text-based chatbot. The findings of this research also make suggestions that can increase consumers' positive responses to text-based chatbots.Originality/valueExtant studies have investigated the effects of automated bots' attributes on consumers' perceptions. However, the boundary conditions of these effects are largely ignored. This research is one of the first attempts to provide a deep understanding of consumers' responses to a chatbot.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Inho Hwang ◽  
Sanghyun Kim ◽  
Carl Rebman

PurposeOrganizations invest in information security (IS) technology to be more competitive; however, implementing IS measures creates environmental conditions, such as overload uncertainty, and complexity, which can cause employees technostress, eventually resulting in poor security performance. This study seeks to contribute to the intersection of research on regulatory focus (promotion and prevention) as a type of individual personality traits, technostress, and IS.Design/methodology/approachA survey questionnaire was developed, collecting 346 responses from various organizations, which were analyzed using the structural equation model approach with AMOS 22.0 to test the proposed hypotheses.FindingsThe results indicate support for both the direct and moderating effects of security technostress inhibitors. Moreover, a negative relationship exists between promotion-focused employees and facilitators of security technostress, which negatively affects strains (organizational commitment and compliance intention).Practical implicationsOrganizations should develop various programs and establish a highly IS-aware environment to strengthen employees' behavior regarding IS. Furthermore, organizations should consider employees' focus types when engaging in efforts to minimize security technostress, as lowering technostress results in positive outcomes.Originality/valueIS management at the organizational level is directly related to employees' compliance with security rather than being a technical issue. Using the transaction theory perspective, this study seeks to enhance current research on employees' behavior, particularly focusing on the effect of individuals' personality types on IS. Moreover, this study theorizes the role of security technostress inhibitors for understanding employees' IS behaviors.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Usman Khalid ◽  
Rabia Mushtaq ◽  
Abdul Zahid Khan ◽  
Faisal Mahmood

Purpose This paper aims to evaluate how transformational leadership can increase job embeddedness in their employees that persuade them to stay in their organization and how this relationship is contingent upon the job characteristics. Design/methodology/approach Sample of 328 useable responses was available for analysis. Questionnaires were distributed to the employees who are working in different Pakistani organizations. Regression analysis was used to test for hypotheses. Findings The findings support that there is a significant impact of transformational leadership for shaping job embeddedness, and the results endorsed the role of job characteristics as a moderator in describing the relationship of transformational leadership and job embeddedness. Transformational leaders would motivate employees to work together in productive manners in challenging work settings. Originality/value This paper makes three key contributions to the literature on job design. First, this inquiry shows that a strong link does exist between transformational leadership in creating organizational job embeddedness. Second, it highlights how job characteristics of highly challenging work settings may shape employees’ job embeddedness. Third, this paper offers a novel perspective in leadership research by incorporating high challenging work setting (i.e. job characteristics) as moderator. Managers may get new insight by opting for transformational leaders' attributes and concentrating on high challenging work settings for creating embeddedness in employees to prolong their stay with the job and firm.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jan Klostermann ◽  
Chris Hydock ◽  
Reinhold Decker

Purpose In recent years, brands have increasingly engaged in corporate political advocacy (CPA; also termed brand activism or corporate sociopolitical activity) by taking positions on polarizing sociopolitical issues. Recent experimental research suggests that consumers respond to CPA based on its alignment with their own values, and that it typically induces an overall negative response. This study aims to provide additional insights by exploring consumer brand perceptions following CPA. Design/methodology/approach An event study of 106 CPA events and weekly consumer brand perception data was conducted. A regression model was used to investigate the moderating effects of CPA effort, concurrence and the strength of the online protests evoked by the CPA. Findings The results show that CPA had a negative effect on consumers’ brand perceptions and that the effect was stronger for customers relative to non-customers. The negative effect was attenuated by CPA concurrence and amplified by effort. Additionally, online protests were driven by the CPA effort and had a strong negative effect on brand perception. Online protests were stronger in the past, and, in turn, the negative effects of CPA on brand perceptions have slightly weakened in recent years. Originality/value This study contributes to the existing literature by highlighting the role of online protests following CPA and distinguishing consumer and customer responses. This study also provides converging evidence of the moderating effects of effort and concurrence identified in previous studies.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dayu Cao ◽  
Yan Zheng ◽  
Chunnian Liu ◽  
Xiaoying Yao ◽  
Shiyue Chen

PurposeThis study aims to identify and describe the relationships among different consumption values, anxiety and organic food purchase behaviour considering the moderating role of sustainable consumption attitude from the viewpoint of the theory of consumption values.Design/methodology/approachData were collected using a structured questionnaire survey in first-tier cities in China. A total of 344 consumers of organic foods participated in the study. Structural equation modelling and hierarchical regression analysis were employed for data analysis.FindingsThe results indicated the significant association of functional value-price, emotional value, social value and epistemic value with purchase behaviour. Anxiety had a positively significant influence on functional (quality), functional (price), emotional, social, conditional and epistemic values. In addition, the results indicated that functional (price), emotional, social and epistemic values played mediating effects in the relationships between anxiety and purchase behaviour. Moreover, sustainable consumption attitude had a positive moderating effect on functional value-price and purchase behaviour.Practical implicationsThe research not only provides novel and original insights for understanding organic consumption but also provides a reference for organic retailers to develop sales strategies and policymakers to formulate policies to guide organic consumption that are conducive to promoting sustainable consumption.Originality/valueFor the first time, this research attempts to explore the relationships among different consumption values, anxiety and purchase behaviour. It may improve the gap of inconsistency in attitude and behaviour in organic consumption, and provide a new perspective for the study of organic consumption.


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