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Big data capabilities have the potential to completely transform conventional methods of doing business. Nevertheless, the role of big data capabilities in fostering green marketing capabilities and improving green competitive advantage is still not fully understood. To add new knowledge, this paper aims to propose a moderated mediation model to strengthen green competitive advantage in a big data environment. The model introduces both the mediating role of green marketing capabilities and the moderating role of big data capabilities. We developed and empirically tested a moderated mediation model.

In this study, we have adopted a survey-based methodology. The study collected data from 337 managers and empirically analyzed it to test the theoretical model of moderated mediation. We employed structural equation modeling for empirical analysis.

The findings revealed that organizational learning improves green marketing capabilities, whereas the relationship between organizational learning and green competitive advantage is insignificant. The mediating role of green marketing capabilities in the relationship between organizational learning and green competitive advantage was statistically significant, indicating that green marketing capabilities serve as a bridge between organizational learning and green competitive advantage. Big data capabilities moderate the relationship between organizational learning and green marketing capabilities. The moderated mediation was also significant, highlighting that big data capabilities further strengthen the indirect effects of organizational learning on green competitive advantage via green marketing capabilities.

This paper delivers theoretical and practical understandings of the importance of organizational learning and big data capabilities. Similarly, it extends current knowledge and provides key insights for managerial decision-making.

The paper is aimed at examining the mediating role of action and coping plans in reducing intention-behaviour gap as a function of underlying perceived self-efficacy [action self-efficacy (ActS) and coping self-efficacy (CopS)] in organic food (OF) consumption.

A cross-sectional study was designed to examine the moderating role of perceived self-efficacy in the intention–plans–behaviour relationship. To test the theoretical framework, data from 453 valid questionnaires were recruited in Hanoi (Vietnam) and were analysed to test validity and reliability before being evaluated for hypothesis testing by Smart-PLS 4.0.

The results indicate that action and coping plans have significant positive effects on the relationship between intention and behaviour. CopS has a significant positive effect on the two paths of the intention-coping plan-behaviour mediation, whereas action plan (AP) has merely a significant positive link to the intention-AP path.

There are several limitations of the paper, including a small and undiversified-characteristic sample and general OF.

The findings of the study make recommendations for marketers to boost OF consumption in Vietnam.

This is the first study to examine a dual-moderated mediation model in narrowing the intention-behaviour gap, especially in the context of OF consumption. Particularly, the notions of plan and self-efficacy are divided into sub-constructs on the basis of different functions and both paths in the intention-plan-behaviour mediation are investigated. AP and coping plan are served as dual mediators, whereas ActS is regarded as moderator for both paths of intention-AP-behaviour link and CopS is examined as moderator for both paths of intention–coping plan–behaviour relationship, providing a holistic mechanism in translating intention into behaviour.

The purpose of this study is to investigate the role of ethical obligation and environmental concern in young consumers’ green purchase behaviour using Ajzen’s (1991) theory of planned behaviour as underpinning theoretical model.

Data collected from 253 college students of a major higher education institution in Northern India were analysed by using structural equation modelling and moderated mediation analysis in AMOS 22.0 and SPSS 20.0.

Investigating why environmental concern does not significantly translate into green purchase intention, the study demonstrates that the effect of environmental concern was mediated through attitude and ethical obligation. In addition, the study also found that the effect of environmental concern on attitude was positively moderated by ethical obligation. Moreover, subjective norms were found to exhibit no direct effect on green purchase intention; rather, this effect was indirect and mediated through attitude and perceived behavioural control. The results of moderated mediation analysis further demonstrated that the indirect effect of subjective norms on green purchase intention through attitude was found conditional on the values of perceived behavioural control.

The study offers a valuable contribution by signifying the moderating role of ethical obligation in green purchase behaviour. It also contributes to the existing knowledge by assessing the conditional indirect effect of subjective norms on green purchase intention which is rarely examined in the literature.

This study aims to explore the intricate relationship between financial literacy, digital transformation, Fintech adoption, competitiveness and sustainable firm performance, particularly focusing on how financial literacy empowers firms in the evolving digital landscape. Leveraging technological innovation systems (TIS) and resource-based view (RBV), this research suggests a model that incorporates these concepts, focusing on the moderating role of financial literacy in essential interactions.

This study employed a survey-based methodology, collecting data from employees across five major Pakistani banks. The survey yielded 426 responses, from which 387 valid ones were selected for analysis. The analysis utilized partial least squares-structural equation modeling (PLS-SEM), complemented by the Hayes Process Model for moderated mediation analysis. This approach ensured robust examination of the relationships between the constructs of the proposed model.

The study's findings validate that digital transformation significantly enhances sustainable performance, with Fintech adoption and competitiveness acting as crucial mediators. Financial literacy is highlighted as a key moderator, influencing the effects of digital transformation on Fintech adoption and competitiveness, although its direct impact on sustainable performance is less pronounced. This comprehensive analysis underscores the complex interplay among these factors in driving sustainable performance in the banking sector.

This research enriches the theoretical and practical comprehension of how digital transformation and Fintech integration, underpinned by financial literacy, bolster sustainable business outcomes. It sheds light on the synergy between technology, strategy and organizational success, offering key insights for the banking industry's navigation through the digital era's challenges.

This research adopts the social cognitive career theory (SCCT) and a moderated mediation model to investigate the moderating impacts of entrepreneurial fear of failure (FOF) and gender on the direct and mediation relationships between entrepreneurial education (EE), entrepreneurial self-efficacy (ESE) and entrepreneurial intention (EI).

The authors utilized a three-phase random sampling to compile a dataset from 1,890 graduate students from nine universities and higher education institutions in Vietnam. Cronbach's alpha and confirmatory factor analysis results showed that the key study variables were reliable and valid. Harman's single-factor method and other tests of analysis assumptions ruled out common method bias and other confounding factors. The authors utilized the PROCESS macro to test a hypothesized moderated mediation model that included direct, indirect and conditional indirect effects.

The findings yield that ESE partially and positively mediates the relation between EE and EI. FOF was found to negatively moderate the impacts of EE on ESE and EI, and the direct effect of ESE on EI among females is stronger than among males. More importantly, the mediation influence of FOF on the linkage between EE and EI becomes weaker when the level of FOF is high, yet this mediation relationship among females is higher than among males at all levels of FOF.

The results of this research are valuable for educators, policymakers and practitioners so that they may inspire individuals' entrepreneurial pursuits, especially those of female entrepreneurs.

This study significantly contributes to the entrepreneurship and gender literature by applying the SCCT to elucidate the moderated mediation impacts of FOF, ESE and gender on the relationship between EE and EI.

An effective firm strategy is key to sustained financial performance, while interactions between strategy, employee retention and top talent retention have been seldom explored. We test hypotheses using New Zealand SMEs which are defined as having up to 250 employees. We initially explore firm strategy using Porters competitive advantage model predicting employee retention (including top talent), with study 1 (n = 208) using firm size as a moderator, finding a direct significant relationship from firm strategy toward employee retention. Next, we explore firm strategy predicting firm performance with employee retention mediating and include firm size as a moderator, testing a moderated mediation model in study 2 (n = 474) and study 3 (n = 300, with time-lagged performance).

There are no open databases holding NZ firms’ performance data and thus data was sourced from a Qualtrics survey panel. Such panels have become more common (e.g. Haar et al., 2021a, b) and a recent meta-analysis by Walter et al. (2019) showed that this type of panel data was no different from data sourced through conventional means (i.e. mail survey). We focused on NZ private sector SMEs using senior managers across a range of industries and geographic locations. Because the influence of firm strategy on employee retention remains unknown in the literature, we conducted study 1 (n = 208) to test the initial part of our overall model. Study 2 (n = 474) and study 3 (n = 300) tested the full model (with organizational performance), with study 3 having organizational performance time-lagged by one month.

All direct effect hypotheses are supported, although firm size interacted significantly with firm strategy showing smaller not larger-sized firms leverage firm strategy to achieve superior retention benefits. This was against hypothesis 5a in all three studies. Studies 2 and 3 supported the moderated mediation hypothesis, with firms of larger size having a stronger indirect effect from firm strategy on firm performance while employee retention mediated the influence of firm strategy on firm performance. Finally, dominance analysis found that a quality differentiation strategy was the key strategy across all studies and outcomes. We discuss the implications for organizations.

The first managerial implication from the study is that small and medium sized firms would benefit both from developing a deeper understanding of the strategic alternatives open to them and placing a greater emphasis on the implementation of their selected strategic approach. A second managerial implication relates to findings indicating that retention generally, and top talent retention specifically, is positively related to firm strategy and firm performance. Given the importance and challenges of staff retention, particularly in the current environment where there are significant skill shortages, these results suggest that small and medium sized business would benefit from considering how strategy can create an organizational environment that is attractive to employees and support stronger retention outcomes as a mechanism for driving both retention and performance.

The study makes three major contributions. First, it examines firm strategy and extends the focus on firm performance by including not only employee retention but also top talent retention, responding in part to the call to develop and refine performance measures (Lieberman, 2021). Second, beyond using retention as a mediator, firm size is included as a moderator and a moderated mediation model is ultimately tested. Third, we conduct dominance analysis to identify the key firm strategy that influences firm performance and retention. Ultimately, this paper asks: what is the role of firm strategy on New Zealand SME performance, and what influence does retention and relative firm-size play.

Research has consistently demonstrated that psychological capital (PsyCap) is an important predictor of various employee outcomes. Despite this, there is a paucity of knowledge regarding antecedents of PsyCap and the boundary conditions that influence PsyCap relationships. This study aimed to address these gaps by investigating how ethical leadership (EL) influences employee PsyCap, and in turn, predicts a range of desirable and undesirable employee attitudes. Furthermore, the study examined the moderating role of length of the leader-follower relationship (LLR) and organisational identification in these relationships in a novel moderated-mediation model.

Data were collected from 269 full-time employees in Australia via an online survey across two time-points.

The results show that PsyCap mediates the relationship between EL and employee attitudes. The results also indicate that LLR moderates these relationships, whereby these relationships are strengthened as LLR increases.

This study responds to calls for further investigation of antecedent and outcome variables related to PsyCap, as well as moderators of the relationships between PsyCap and antecedent and outcome variables. The findings also extend the application of social exchange theory to the context of EL and PsyCap.

This study aims to explore the influence of customer contact employees (CCEs) competencies (social, emotional and professional) on their service recovery performance (SRP) with mediation effect of internal marketing and moderation effect of industry/sector.

This study used survey-based dyads of 210 CCEs and their managers/supervisors in three service sectors (hotel and hospitality, automobile service centers and organized retail stores). Repeated-measures analysis of variance, confirmatory factor analysis and PROCESS macro of Hayes (2013) was used to assess reliability, validity and to test mediation, moderation and moderated-mediation.

CCEs competencies influenced SRP. The relationship between CCEs competencies and SRP was mediated by internal marketing. The industry/sector was found to be a significant moderator between the internal marketing and SRP. Additionally, a significant moderated-mediation effect was found between CCEs competencies and SRP.

Longitudinal studies could be particularly helpful to evaluate the impact of internal marketing on SRP. The future researcher may benefit from replicating and extending the model in different industries or can study other factors as mediators or moderators for further contribution to the SRP literature.

Firms striving for consumer retention and aiming to extend their consumer life cycle can greatly benefit from the results of this study to provide effective SRP. The study also suggests that policymakers and management should adopt properly designed and well-articulated human resource management practices for excellence in SRP in their organizations.

To the best of the authors' knowledge, there is no study in the past which has addressed employee and organizational factors with the dyadic sample. In addition, it has used a moderated-mediation model in the context of SRP and also contributes to the extant literature by researching in a non-Western setting like India.

The purpose of this study is to describe and explain the relationship between organizational justice, as an environment and as a buffer and suppressant for influencing cynicism about organizational change (CAOC), thereby influencing change-supportive behavior (CSB) and its impact on higher education performance (OP). The social cognitive theory was applied to test the moderating role of perceived organizational justice in the relationship between CAOC, CSB, and OP.

The research found support for the proposed model using data collected from 91 faculties at 10 autonomous higher education institutions in Indonesia and a multisource research design with a non-academic staff sample.

This finding confirms that distributive and interactional justice only influences organizational performance when perceived as moderate or high. The moderated mediation analysis findings were supported by the moderating variable of procedural justice but were supported by the moderating variables of distributive and interactional justice.

As a determinant of CAOC on non-academic staff in Indonesia, a country with a high-power distance, cynicism towards change is difficult to detect due to the prevalence of silent cynicism.

This study attempts to explore the linkages between reliable big and cloud data analytics capabilities (RB&CDACs) and the comparative advantage (CA) that applies in the manufacturing sector in the countries located in North Africa (NA). These are considered developing countries through generating green product innovation (GPI) and using green process innovations (GPrLs) in their processes and functions as mediating factors, as well as the moderating role of data-driven competitive sustainability (DDCS).

To achieve the aim of this study, 346 useable surveys out of 1,601 were analyzed, and valid responses were retrieved for analysis, representing a 21.6% response rate by applying the quantitative methodology for collecting primary data. Convergent validity and discriminant validity tests were applied to structural equation modeling (SEM) in the CB-covariance-based structural equation modeling (SEM) program, and the data reliability was confirmed. Additionally, a multivariate analysis technique was used via CB-SEM, as hypothesized relationships were evaluated through confirmatory factor analysis (CFA), and then the hypotheses were tested through a structural model. Further, a bootstrapping technique was used to analyze the data. We included GPI and GPrI as mediating factors, while using DDCS as a moderated factor.

The empirical findings indicated that the proposed moderated-mediation model was accepted due to the relationships between the constructs being statistically significant. Further, the findings showed that there is a significant positive effect in the relationship between reliable BCDA capabilities and CAs as well as a mediating effect of GPI and GPrI, which is supported by the proposed formulated hypothesis. Additionally, the findings confirmed that there is a moderating effect represented by data-driven competitive advantage suitability between GPI, GPrI and CA.

One of the main limitations of this study is that an applied cross-sectional study provides a snapshot at a given moment in time. Furthermore, it used only one type of methodological approach (i.e. quantitative) rather than using mixed methods to reach more accurate data.

This study developed a theoretical model that is obtained from reliable BCDA capabilities, CA, DDCS, green innovation and GPrI. Thus, this piece of work bridges the existing research gap in the literature by testing the moderated-mediation model with a focus on the manufacturing sector that benefits from big data analytics capabilities to improve levels of GPI and competitive advantage. Finally, this study is considered a road map and gaudiness for the importance of applying these factors, which offers new valuable information and findings for managers, practitioners and decision-makers in the manufacturing sector in the NA region.