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Recent studies have highlighted the importance of adopting a contingency approach to configuring omnichannel warehouses. Nonetheless, research on how various contextual factors influence the selection of warehouse configuration is scarce. This study fills this knowledge gap by exploring how and why certain configurations fit in different omnichannel contexts.

A case study is conducted with six leading Swedish omnichannel retailers. Focusing on outbound warehouse configurations, data are collected through interviews, on-site observations, and secondary sources. A multistep analysis is made, including both pattern matching and explanation building.

The qualitative analysis reveals 16 contextual factors, of which assortment range, requested online order fulfillment times, goods size and total transactions are the most influential. The study shows how contextual factors create different challenges, thereby influencing the choice of the configurations. In addition to market dynamics and task complexity, the study describes four categories of the factors and related challenges that are particularly important in omnichannels: speed, space, economies of scale and tied-up capital.

The findings highlight the importance of understanding context and imply that multiple challenges may require trade-offs when selecting configurations, for example, regarding what storage, processes and resources to integrate or separate. To confirm, extend, challenge and further operationalize the ideas and observations put forward in this paper, an agenda with future research issues is given for this accelerating, contemporary phenomenon.

Managers could leverage the frameworks proposed for the contextual profiling of their current and future positions. The frameworks provide support for understanding the important challenges and potential trade-offs and developing aligned configurations.

This study is original in the way it provides in-depth, case study findings about contextual factors and their influence on omnichannel warehouse configuration.

Performance-based contracting (PBC) links pricing with performance objectives in service business relationships. Although interest in PBC has surged recently, there is still great uncertainty about the risks, opportunities and challenges. This paper aims to provide a deeper understanding of the contextual factors of PBC and how providers assess them.

This paper includes conducting a multiple-case study evaluation and analyzes data from 21 cases. Risks, opportunities and contextual factors are identified through interviews, and the case data are analyzed with several methods, including Borda count and cross-tabulation.

The results show that the most important factors of PBC are clear responsibilities, clear performance indicators, transparent measurement, cooperative culture and a precise utilization profile of core assets. Surprisingly, incentives are of minor perceived relevance. The analysis supports the differentiation of PBC into two subcategories: lean (low integrated) and customized (high integrated) PBC.

While many studies stress the uniqueness of PBC in accordance with the “one-size-does-not-fit-all” mantra, this research differentiates the standardized PBC from a customized one. The findings face the limitations of case study research and qualitative data analysis in general.

Practitioners are provided with guidance to develop either a customized or a standardized PBC.

Previously, broader empirical insights have still been rare; thus, this paper contributes to the PBC literature, as it provides data from multiple cross-industry cases. The findings (e.g. the minor relevance of incentives) stand in contrast to parts of the academic literature and contribute also to the wider service management field.

By integrating organizational support theory (OST) and social cognitive theory, this study investigates types of managers' coaching behavior as experienced by the employees. Furthermore, the study examines whether employees would exhibit greater task and contextual performance when organizational learning is blended with a specific coaching behavior of their manager.

Using primary data from 298 software engineers working in select information technology companies across India, the current study attempts to assess moderating effect of managers' coaching behavior in two relationships, including continuous learning and employees' task performance (CL-TP) and continuous learning and employees' contextual performance (CL-CP).

Result of exploratory factor analysis suggests that managers of select organizations exhibit two major types of coaching behavior: inspiration-based coaching behavior and facilitation-based coaching behavior. On the moderating role of coaching behavior, it is documented that facilitation-based coaching behavior significantly positively moderates both stated (CL-TP and CL-CP) relationships, whereas inspiration-based coaching behavior of supervisors has positive significant effect on CL-TP relationship but negatively moderates the CL-CP relationship.

The extent to which the findings of this study can be generalized is constrained by the limited sample and organizational context.

The most important managerial implication for all learning organizations is that both kinds of coaching behaviors help improving the task performance of the employees, but managers should prefer facilitation-based coaching style in order to generate higher contextual performance of employees.

This study contributes to practitioners and existing literature by explaining how individual performance of employees is affected by the investment made by organizations in facilitating continuous learning.

The purpose of this paper is threefold: first, to test the role of the managerial team’s commitment to quality deployment, quality performance and firm performance; second, to shed light on the effects of a certified quality management system on this chain; and third, to analyze the effects of changes in this chain on different management team attitudes, namely, innovativeness.

Based on a survey conducted in a sample of 370 hotels from the region of Madrid (Spain), the model and hypotheses were validated using structural equation modeling analysis.

The results reveal the importance of a commitment to quality for quality deployment. In addition, quality deployment has a strong impact on operations and employee and customer performance. However, only impacts derived from customers’ perceptions of service quality affect firm performance. In addition, a contextual analysis was performed to verify whether various contextual factors (certification in a quality management standard and the innovative attitude of the management team) could modify the previously obtained results for the full sample.

The management team should understand that its attitude toward quality management could affect the company’s overall performance. On the one hand, the team should be aware that the cost of implementing quality practices could be a burden for employees in the performance of their daily activities. On the other hand, there is a positive relationship between involvement in addressing customers’ requirements and financial performance. Therefore, a balance between the efforts to maintain a certain level of quality by the firm’s employees and the service quality offered to the customers is crucial to achieving better financial performance.

The impact of the implementation of quality management practices on performance has been widely studied; however, the role of intangible factors has not been commonly discussed in service industries in general and even less so in the hospitality sector. This paper analyses the influence of the quality management team’s attitudes toward innovativeness and the implementation of a quality management standard.

The purpose of this paper is to present a methodology of comparing concession projects developed in different transport sub-sectors. The methodology is tested in the comparison of three different cases, each of which represent a particular mode of transport: a road development project, a city tramway project and a port lock construction initiative.

A fuzzy logic approach methodology is applied in carrying out the comparison between cases. Granulation is achieved by employing a Contextual (Ws) Risk Analysis Framework, as risks constitute the basis to public private partnership (PPP) structure. Linguistic variables are then used to describe the comparative findings.

The methodology presented allows for the comparison of three cases from different transport sub-sectors. Identification of similarities provides the potential to transfer experience from one sector to the other. With respect to the three cases studied, it was identified that traffic risk seems to be passed on to the private operators in relation to the level of exclusivity. Finally, PPP projects initiated by central government (as opposed to those initiated by local governments) seem to be more finance-driven than service-driven.

As the number of cases to be compared increases, quantitative comparative analysis fuzzy set values can be included in order to carry out a full analysis. The present approach should be considered introductory, as fuzzy sets are not generated due to the limited number of surveys (cases) compared (hence the term “pre-fuzzy”).

The methodology presented and the cases tested indicate the possibility for knowledge/experience transfer and the transferability of best practices.

Cross-sub-sectoral comparisons for transport PPP projects have not been identified in literature.

This paper aims to propose a novel approach which integrates collocations and domain concepts for Chinese cosmetic word of mouth (WOM) sentiment classification. Most sentiment analysis works by collecting sentiment scores from each unigram or bigram. However, not every unigram or bigram in a WOM document contains sentiments. Chinese collocations consist of the main sentiments of WOM. This paper reduces the complexity of the document dimensionality and makes an improvement for sentiment classification.

This paper builds two contextual lexicons for feature words and sentiment words, respectively. Based on these contextual lexicons, this paper uses the techniques of associated rules and mutual information to build possible Chinese collocation sets. This paper applies preference vector modelling as the vector representation approach to catch the relationship between Chinese collocations and their associated concepts.

This paper compares the proposed preference vector models with benchmarks, using three classification techniques (i.e. support vector machine, J48 decision tree and multilayer perceptron). According to the experimental results, the proposed models outperform all benchmarks evaluated by the criterion of accuracy.

This paper focuses on Chinese collocations and proposes a novel research approach for sentiment classification. The Chinese collocations used in this paper are adaptable to the content and domains. Finally, this paper integrates collocations with the preference vector modelling approach, which not only achieves a better sentiment classification performance for Chinese WOM documents but also avoids the curse of dimensionality.

Adopting Mapping Literature, the purpose of this study is to notice the tendency in defining contextualism through extrinsic aspects neglecting the intrinsic ones generating three theoretical gaps in understanding contextualism, especially in terms of (1) physical/cultural aspects (P/C); (2) traditional vs contemporary architecture (T/C); and (3) place identity (PI).

A directed systematic literature review (SLR) was conducted to investigate the Web of Science and Google Scholar engines for the related studies, resulting in 66 texts of book chapters, conferences, articles and practitioners’ texts. Using the PRISMA reporting method, the study presented the SLR procedure that narrowed the related studies to 66 texts of book chapters, conferences, articles and practitioners’ texts. Both consensus and debates in understanding the relation between contextualism and (T/C, P/C and PI) were re-visited (see Appendix).

According to the findings, the studies tend to address contextualism through either extrinsic or intrinsic values. The undefined balance between extrinsic and intrinsic aspects in understanding and creating contextual architecture seems to be the common reason why the three theoretical gaps exist.

This paper did not only conduct an SLR investigation on the topic, which is limited in the field, but it also highlighted the need for further and constant discussions despite the previous one to improve the understanding of contextual architecture.

Organizations create mission statements and emphasize core values. Inculcating those values depends on the way employees are treated and nurtured. Therefore, there seems to be a strong relationship between human resource development (HRD) practices and organizational values. The paper aims to empirically examine this relationship.

The study measured employees' rather than management perspective. A sample of 239 employees from eight organizations responded to a questionnaire which measured the effectiveness of employee development practices and cherished organizational values.

HRD practices like potential appraisal and promotion, learning/training, performance guidance and development were positively related to organizational values of collaboration, creativity, quality, delegation, and humane treatment. However, performance appraisal system, career planning, and contextual analysis variables were negatively associated with values such as trust and creativity.

The study was exploratory in nature. Further studies are needed on a larger sample to examine why some HRD practices like performance appraisal, career planning and contextual analysis contributed negatively to organizational values such as trust and creativity.

The result of the study can be useful in designing effective employee development programs that promote cherished organizational values.

Little empirical knowledge exists on HRD and organizational values linkages in the context of transitional economies like Malaysia. The paper makes a modest attempt to fill the gap.

The purpose of this paper is to further research on the Kaplan and Norton (1996) balanced scorecard (BSC) model after having discerned that previous work has so far neglected to explore the interrelationships between the model’s dimensions and the influence contextual factors may have.

The data set used to meet this paper’s main objectives was collected using a structured online survey sent to the member companies of the Catalan Association of Accounting and Management (ACCID). Specifically, the surveys were directed to the heads of the finance departments. From the 3,500 mails sent, 336 companies decided to participate in the study. These figures represent an acceptable response rate of 9.6 per cent. As 83 of the companies declared that they would only use financial indicators, the final study sample totalled 253 firms.

The results demonstrate the mediating effects intermediate constructs have, and highlight how important leadership is in achieving success or high performance. These results follow on from previous empirical literature that analysed other management systems such as the Baldrige, the EFQM or the Deming models. In addition, some differences in the relationships as per the contextual factors studied have been detected. Therefore, the conclusions reached in this paper will be of interest to both academics and professionals in perceiving and understanding the logical flow of consequences any decision taken will produce.

The authors’ main contributions are: to have strictly followed the theoretical BSC model by combining both formative and reflective dimensions using the emerging partial least squares methodology; to have based the study on 253 firms and to have used 37 category indicators which, to our knowledge, are more than any other previous work; to have developed a mediation model designed to appreciate the interrelationships the dimensions in the BSC model have; to have analysed the possible differences there are in the interrelationships between the dimensions using two widely accepted influencing contextual factors in current literature, namely a firm’s size and its typology.

As organizations try to provide quality assurance from ISO certification, the importance of people management through better HR management assumes greater significance. This paper aims to examine this issue. It seeks to compare selected ISO certified SMEs with non‐ISO certified SMEs on several HR practices.

A sample of 292 employees drawn from ten SMEs, five of them ISO certified, responded to a questionnaire which measured the adequacy of the following HRM systems: career system (manpower planning and recruitment, potential assessment, career planning), work system (role analysis, contextual analysis, performance appraisal), development system (training and learning, performance guidance, knowledge sharing, other means of competency development), self‐renewal system (role efficacy, OD practices, action‐oriented research), and HRD system (HRD climate, organizational values, quality orientation, reward and recognition).

The results indicated a moderate rating for most of the HRM systems in all the organizations including those with ISO certifications. However, ISO certified companies were perceived to be doing better on managing career system, conducting contextual analysis for goal setting and quality orientation. In the rest of the cases the differences were not significant.

The findings suggest that organizations need to go beyond quality assurance to organization‐wide quality management through improvement in HR systems and practices.

The paper provides empirical knowledge on HR systems and practices and the relationship of these factors with organizational quest for quality in a developing economy.