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Pervasive analytics act as a prominent role in computer-aided prediction of non-communicating diseases. In the early stage, arrhythmia diagnosis detection helps prevent the cause of death suddenly owing to heart failure or heart stroke. The arrhythmia scope can be identified by electrocardiogram (ECG) report.

The ECG report has been used extensively by several clinical experts. However, diagnosis accuracy has been dependent on clinical experience. For the prediction methods of computer-aided heart disease, both accuracy and sensitivity metrics play a remarkable part. Hence, the existing research contributions have optimized the machine-learning approaches to have a great significance in computer-aided methods, which perform predictive analysis of arrhythmia detection.

In reference to this, this paper determined a regression heuristics by tridimensional optimum features of ECG reports to perform pervasive analytics for computer-aided arrhythmia prediction. The intent of these reports is arrhythmia detection. From an empirical outcome, it has been envisioned that the project model of this contribution is more optimal and added a more advantage when compared to existing or contemporary approaches.

In reference to this, this paper determined a regression heuristics by tridimensional optimum features of ECG reports to perform pervasive analytics for computer-aided arrhythmia prediction. The intent of these reports is arrhythmia detection. From an empirical outcome, it has been envisioned that the project model of this contribution is more optimal and added a more advantage when compared to existing or contemporary approaches.

The purpose of this research is to examine the relationship between employer and employees in a public power sector undertaking through the validation of CODE (compensation, organizational justice, dispute resolution and employee empowerment) and PLE (workforce productivity, employee loyalty and employee engagement) model.

A hypothesized research model was developed and validated by using structural equation modeling (AMOS 20). In total, 303 responses were accumulated by administering a structured questionnaire among the employees of a state-owned power sector.

The results revealed that a harmonious climate of employee relations is prevailing in the public power utility. Additionally, the findings suggest that the CODE and PLE model of employee relations are found to be positive and significant by investigating the impact of compensation, organizational justice, dispute resolution and employee empowerment as the predictors; and workforce productivity, employee loyalty and employee engagement as the critical outcomes of employee relations.

The study recommends some plausible insights for practitioners, decision-makers and policy formulators to develop strategies and policies for nurturing congenial employee relations and also to cultivate a facilitative work environment for generating contented and competent manpower.

Validation of CODE and PLE model of employee relations in the new perspective of power sector undertaking is an epoch-making and novel contribution that offers significant empirical evidence to the extant literature. Moreover, the exploration of employer–employee relations in this context is a unique and innovative effort toward existing research.

Given the coincidental and sustained rise in house prices and foreign capital flows in Kenya, this study aims to understand whether a long-run relationship exists between real diaspora remittances and real house prices.

This study uses data from 2004-Q1 to 2020-Q4 and applies an autoregressive distributed lag model for estimation.

The results indicate that a positive and significant relationship exists between real remittances and real house prices in Kenya in the long run.

To the best of the authors’ knowledge, there is no study exploring the relationship between real remittance inflows and house prices in Kenya, after controlling for other key macroeconomic determinants of house prices. This study addresses this research gap.

From a consumer–brand relationship (CBR) perspective, this study proposes a serial multiple mediation model to explore the pathways (e.g. cognitive, affective and hybrid) to increase online celebrity brand equity (OCBE) and follower's hotel booking intentions (FBI).

Paper-based and online surveys were used to collect data from 443 respondents who had been using TikTok and had followed at least one online celebrity on TikTok, while that online celebrity had reviewed one or more types of accommodation. A serial multiple mediation model was evaluated through covariance-based structural equation modeling.

The results confirmed the hybrid cognitive–affective and cognitive–affective–conative pathways among antecedents and components of OCBE and FBI.

From a CBR perspective, this study provides a serial multiple mediation model to increase OCBE via hybrid cognitive–affective pathways and to drive FBI via cognitive–affective–conative pathways. These sequential relationships contribute to the human branding literature by defining a mechanism of how online celebrities can efficiently attract followers, thus driving online celebrity brand loyalty and hotel booking intentions.

The results should be validated in other cultural contexts to generalize findings and broaden the range of target respondents to include international followers and those within other nations.

This study aims to attempt to investigate the factors that influence non-Muslims’ withdrawal behavioural intention from Islamic banking in Malaysia.

The push–pull–mooring approach is used to examine the determinants of withdrawal intention by non-Muslims from Islamic banking in Malaysia. Variables used in this study include religiosity (RELG) under push, deposit guarantee (DG), rate of return (RR), Islamic banks’ specific factors (IBSF) under pull and mooring factors as social influence (SI) and voluntary switching (VS) as the determinants of withdrawal intention from Islamic banking. In this study, the SPSS Statistics Version 22 and smart partial least squares were used to measure the withdrawal level.

Three variables, namely, SI, RR and IBSF are found to significantly influence the withdrawal behaviour intention. Meanwhile, three other variables, namely, RELG, DG and VS are not significant.

This study provides valuable insights pertaining to non-Muslim consumer withdrawal behaviour from Islamic banks. Bank managers, marketers and regulators could use these findings in developing effective strategies to increase and retain customer withdrawal.

This study expands the understanding of key determinants of the non-Muslim withdrawal behaviour from Islamic banks in Malaysia. To the best of the authors’ knowledge, this research is among the pioneer empirical study to assess the issue.

The aim of this study is to provide a holistic analysis of all possible maritime business logistics processes related to import and export shipments in a fuzzy environment through a case study of a maritime logistics company based on the as-is and to-be models within business process management (BPM).

The analyses considered the following perspectives: (i) in the stage of the process identification, the definition of the problem was carried out; (ii) in the stage of the process discovery, ocean department was divided into ocean export/import operation departments; ocean export/import operation were divided into freight collect/prepaid operation processes; ocean export/import logistics activity groups were broken down into sub-activities for freight collect/prepaid operation; the logistics activity groups and their sub-activities were defined; each sub-activity as either operation or documentation process group was classified; the durations of sub-activities were evaluated by decision-makers (DMs) as fuzzy sets (FSs); the monthly total jobs activities were estimated by DMs as FSs; the applied to monthly jobs activities of total shipments were estimated by DMs as FSs; the durations of each sub-activities were aggregated; the duration of the logistics activity groups and the sub-activities for per job were calculated; the cumulative workload of logistics activity groups and sub-activities were calculated; the duration of sub-activities for per job as operation or documentation departments were calculated, (iii) in the stage of the process analysis, cumulative ocean export/import workload as operation or documentation for freight collect/prepaid were calculated; duration of activity groups and sub-activities for per job as operation or documentation were calculated; cumulative workload activity groups and sub-activities as operation or documentation were calculated, (iv) in the stage of the process redesign, cumulative workload, process cycle time as operation and documentation group and required labor force were calculated; the process cycle time of the theoretical, the as-is model and the to-be model were calculated: (i) the theoretical minimum process cycle time without resource were calculated by the critical path method (CPM), (ii) the process cycle time of the as-is model perspective with the 1 person resource constraint and (iii) the process cycle time of the to-be model perspective with the 2-person resource constraint were calculated by the resource constrained project scheduling problem (RCPSP) method.

The methodology for analyzing the ocean department operation process was successfully implemented in a real-life case study. It is observed that the results of the to-be model can be applicable for the company. The BPM-proposed methodology is applicable for the maritime logistics industry in the present study; however, it can be applied to other companies in maritime logistics as well as other industries.

This study contributes to research using BPM methodology in maritime logistics. This is the first study the logistics process analyses were carried out in terms of including all operation processes for a company. All processes were analyzed by using BPM methodology in maritime logistics. This study demonstrated the application of the BPM as-is and to-be models to maritime logistics. The as-is and the to-be models of the BPM methodology were applied in maritime logistics.

This methodology applied in this study can enable organizations operating in the time-urgent maritime logistics sector to manage their logistics processes more efficiently, increase customer satisfaction, reduce the risks of customer loss due to poor operational performance and increase profits in the long term. Through the use of these methodologies utilizing FSs, the CPM and the RCPSP methods, this study is expected to make contributions to the BPM literature and provide original insights into the field. Furthermore, this study will undertake a comprehensive analysis of maritime logistics with respect to BPM to deliver noteworthy contributions to the maritime logistics literature and provide original perspectives into the field.

This study aims to theoretically explore the relationship between potential antecedents of business model innovation (BMI) in multinational enterprises (MNEs) and the paths through which BMI unfolds in such contexts. This study theorizes how multiculturalism in top management teams (TMTs) influences team-level cultural intelligence (CQ), which enhances firm strategic agility and helps develop BMI in MNEs.

This study’s cross-level theoretical framework describes the mediating role of CQ of TMTs in the relationship between team multiculturalism and strategic agility, which subsequently influences BMI. This study discusses contributions, limitations and future directions.

MNEs’ capability of developing and recombining disruptive knowledge from globally dispersed sources and integrating them to innovate is subject to the knowledge-sourcing paradox. Despite the importance of intra-member diversity in the form of multicultural individuals in multicultural teams, inter-member diversity is more prominent in the literature. Regardless, the applicability of a comprehensive conceptualization of diversity in multicultural teams to BMI has yet to be examined. This study’s theoretical model links multiculturalism in TMTs with BMI in MNEs through a cross-level framework.

This study contributes to the International Business literature by proposing a novel conceptualization of team multiculturalism and leverage theoretical underpinnings of the Dynamic Managerial Capabilities perspective to develop a cross-level model of factors influencing BMI in MNEs.

The purpose of this study is to investigate the influence of organizational cynicism on prosocial voice and defensive silence and to verify the mediating role of workplace bullying in these relationships.

A cross-sectional survey design with a sample of 205 individuals was used in this study.

The hypotheses were confirmed as organizational cynicism plays a significant and negative influence on prosocial voice and a significant and positive influence on defensive silence. In addition, workplace bullying partially mediates both relationships.

This study contributes to a deeper understanding of organizational cynicism and workplace bullying influences on prosocial voice and defensive silence. It investigates a relationship that, to the best of the authors’ knowledge, has not been studied yet. It also contributes to the discussion regarding the close relationship between prosocial voice and defensive silence.

Drawing upon the cross-cultural adjustment (CCA) model and self-determination theory, this study investigated the influence of CCA (work, interactional, and general adjustment) and motivation (autonomous and controlled) on the innovative work behavior of self-initiated expatriates (SIEs).

Multi-source data were collected from 213 SIEs and their supervisors working in the United Arab Emirates to provide an understanding of the role of SIEs' CCA and motivation and their innovative work behavior.

Findings indicated that work, interactional, and general adjustment are positively related to innovative work behavior. Autonomous motivation positively predicts innovative work behavior, while controlled motivation does not. Additionally, autonomous motivation moderated the effects of work adjustment and interactional adjustment on SIEs' innovative work behavior, whereas controlled motivation moderates the effect of general adjustment on SIEs' innovative work behavior.

SIEs are regarded as talents that have the skills and valuable knowledge gained from their international experience and can be utilized in organizations to perform innovative work behaviors. However, SIEs face adjustment challenges that may hinder their ability to be innovative. Despite their potential as innovation drivers in organizations, there are few studies on the factors that affect SIEs' innovative behavior. This study contributes to the literature by examining the effects of adjustment and motivation on SIEs' innovative work behavior.

This study utilizes self-determination theory (SDT) to understand how high-performance work systems (HPWS) may foster happiness at work through serial transmission pathways of career aspiration and thriving at work.

The study uses data collected from a sample of 309 employees working in various organizations. It uses multilevel, multisource and time-lagged data and applied Mplus 8.0 for hypotheses testing.

The study findings reveal a positive relationship between HPWS and career aspiration. Career aspiration was positively related to thriving at work and thriving at work was positively associated with happiness at work. Moreover, career aspiration mediated the relationship between HPWS and thriving at work. Whereas, thriving at work mediated the relationship between career aspiration and happiness at work. The results also support the serial mediation of career aspiration and thriving at work between HPWS and happiness at work.

The findings have important implications for organizational practice. Practitioners should consider implementing pro-employee HPWS to support employees' career aspirations and enhance their thriving experience, which may increase their happiness at work.

This is one of the few studies investigating individual-level serial mediators between departmental-level HPWS and employee happiness at work.