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This study aims to explore the key drivers contributing to supply chain resilience, with specific attention on agility, absorptive capacity and ambidexterity. It focuses on the roles of supply chain absorptive capacity (SCAC), supply chain ambidexterity (SCAB), supply chain agility (SCAG) and supply chain flexibility (SCF) in enhancing supply chain resilience (SCR).

A survey based on a questionnaire with established scales for SCAC, SCAB, SCAG, SCF and SCR was conducted among professionals in various industries within India, receiving 356 responses. Structural equation modeling is used to test the hypothesis.

The study reveals significant relationships between SCAC, SCAB, SCAG and SCR. SCAC and SCAB are positively correlated with SCAG, which in turn positively influences SCR. Further, SCF directly influences SCR and moderates the relationships between SCAC/SCAB and SCAG, enhancing the agility and resilience of the supply chain. These findings underline the importance of integrating knowledge management, adaptability and flexibility in supply chain strategies to cope with the dynamic business environment.

The uniqueness of this study lies in its integrated investigation of absorptive capacity, ambidexterity, agility and supply chain flexibility, with a specific focus on the moderating role of flexibility. This research is unique in demonstrating how these dynamic capabilities transform disruptions into innovative and growth opportunities for supply chain management.

Since 2011, the Extremism Risk Guidance (ERG 22+) has been the primary risk assessment framework used for terrorist and violent extremist offenders in England and Wales. The aim of this study was to conduct a rapid evidence assessment to examine the research literature on the ERG22+ factors and to identify possible significant new and emerging knowledge around potential new factors.

Searches were conducted of the Google Scholar database to identify relevant literature published between 2012 and 2020. In total, 29 documents were identified, which examined new radicalisation models and frameworks, 339 were identified, which explored to some extent one or more of the current ERG factors, and a further 138 articles were identified, which focused on potentially relevant additional issues/factors.

Most of the ERG factors were the focus of substantial research activity between 2012 and 2020. Six factors, however, received very little research attention. Potential implications of these trends are considered. Ten research themes were identified with the potential to either form new factors or which could play a significant role in the updating or revision of some existing factors.

This paper is the first rapid evidence assessment on the ERG22+ risk factors. It provides an important picture of the published scientific research of potential relevance in this area and helps to inform the review process for the ERG22+.

As the search engine platform, Baidu has already developed keyword advertising as one of its main business scopes, while in-feed advertising is emerging as another intelligent choice for the company. Our purpose is to validate the effectiveness of keyword and retargeted in-feed advertising on offline sales and whether the effectiveness of these two advertising strategies relies on keyword attributes work.

We utilize data from the ad campaigns of a prominent manufacturer within the machinery and equipment (hereinafter referred to as “the company”) on Baidu. To scrutinize the research hypotheses, we have employed linear regression models. Subsequently, we address potential endogeneity issues and use various techniques to ascertain the reliability of the results.

Empirical evidence indicates that both keyword and in-feed advertising enhance offline sales. Upon examining the moderating role of keyword attributes (specificity and length), we observe that specific keywords (price and word-of-mouth (WOM)) accelerate the boosting effect of advertising on sales; similarly, the longer the keywords, the more obvious the enhanced impact of advertising on sales. Moreover, the positive influence of specific keywords (price and WOM) on advertising effectiveness is more outstanding when the keywords are longer.

To our knowledge, no empirical investigation has yet to analyze keyword and retargeted in-feed advertising concurrently within the search engine context. Our research is the inaugural work to reveal that they serve as mutual substitutes regarding their impact on sales. Furthermore, this paper pioneers examining the moderating effects exerted by keyword attributes (specificity and length) on the effectiveness of these two ad types. The findings presented herein offer valuable insights into the harmonious coexistence and collaboration among companies, advertisers, users and search engine platforms.

This paper explores the precedents for purchasing to contribute effectively to innovation exploration. We investigate how purchasing can become aware of innovation opportunities, their incentives or motivations to explore and capture innovation and the required capabilities.

Aiming for theory elaboration, we analyse an exemplar case study of a company developing leading-edge practices for involving purchasing in innovation exploration applying an Awareness-Motivation-Capability (AMC) framework.

This study elaborates on purchasing theory with a comprehensive set of AMC-based precedents for purchasing’s innovation exploration contribution that we categorise into three dimensions: motivations, capabilities and awareness. Our findings indicate interrelations between these and purchasing motivation as a precedent of capabilities and awareness.

We demonstrate the useful of applying AMC theory to researching purchasing’s contribution to innovation and how AMC needs to be adapted in this research context. We explore interrelations between awareness, motivation and capabilities but propose future research on the nature of these interrelations.

We suggest ways for managers to shape, adapt or redesign their purchasing organisations to better support innovation exploration.

This study proposes a framework for purchasing contribution to innovation based on AMC theory.

The substantial expansion of technology and the efficacy of digital platforms in reaching young audiences have led to enhanced targeting and customization of promotional communications. Notwithstanding the expansion and efficacy of contemporary advertising platforms, scholarly attention has not kept pace with this domain of inquiry. This study aims to assess the antecedents of Google Shopping Ads (GSA) on intention to purchase behavior among the Generation Y and Z cohorts.

The current study used a quantitative approach and snowball sampling technique to gather primary data via a questionnaire and Google Forms, which resulted in the collection of 5,808 questionnaires among the cohort members. A principal component analysis and multigroup confirmatory multigroup structural equation modeling (between Generation Y and Z) were used to assess the research data and model.

The results show positive trust and perceived value associations with intention to purchase, particularly among Generation Y and Z consumers. The findings also show negative irritation, product risk and time risk associations with intention to purchase, especially among the Generation Y cohort, which indicates that young consumers generally do not observe perceived risk due to the usage of GSA.

GSA will continue to grow and become an increasingly important integrated marketing communications tool as the digital landscape develops. It can be concluded that young consumers show a high degree of perceived value and low levels of perceived risk due to the use of GSA. This study, therefore, promotes improved understanding among academics, marketers and businesses of search engine advertising among young cohorts of consumers (Generation Y and Z) in a developing country context.

The scholarly discourse concerning the significance of relational embeddedness within multinational corporation (MNC) subsidiaries has reached a stage of maturity, albeit with fragmentation. In light of this, this paper aims to delineate hot topics that can serve as a promising research trajectory for future investigations into the phenomenon of relational embeddedness in MNC subsidiaries.

Through a systematic literature review, the authors examined 66 articles published between 1998 and 2022, sourced from two prominent databases: Scopus and Web of Science. To ensure the rigor of the investigation, the authors specifically focused on articles published in journals accredited with a minimum two-star rating according to the ABS (2021) criteria.

In the systematic review, the authors delineated four principal themes addressed in the literature concerning subsidiaries and relational embeddedness. Within these themes, the authors identified five underexplored research avenues that hold promise for future studies on relational embeddedness within the context of subsidiaries: (a) the question of the dark side of relational embeddedness, (b) the development of a global construct for relational embeddedness, (c) understanding how the social factors of relational embeddedness relate to each other, (d) the gains that local partners have in developing relational embeddedness with subsidiaries of foreign MNCs and how this relationship is moderated by the institutional environment and (e) the impact of internal.

While this study drew upon two major databases, future researchers are encouraged to explore alternative repositories to ensure the thoroughness of the findings. Another limitation of this study pertains to the chosen set of keywords, which did not encompass literature on innovation collaboration or knowledge flows within foreign subsidiaries. These areas are interconnected with the knowledge management literature and relational embeddedness, warranting attention in future investigations.

The managerial insights cater to two distinct cohorts: multinational subsidiary managers, equipping them with insights into leveraging relational strategies effectively and managers of partner companies, facilitating informed decision-making in optimizing access to subsidiary knowledge and resources.

In addition to facilitating the consolidation of fragmented literature, this study has identified five theoretical gaps that remain insufficiently explored within research utilizing the relational embeddedness framework in the context of MNC subsidiaries. Consequently, this research serves as an inaugural step for future investigations, elucidating specific avenues ripe for further exploration in the field.

Despite extensive research on the underlying reasons for the energy performance gap in buildings, there is a critical need for stakeholders to standardize and facilitate the use of this knowledge and support its broader application by machines. Our research addresses this gap by developing both an ontology and a tool to utilize risk information regarding the performance gap in buildings.

Research into this topic began with the creation of an energy performance gap-risk ontology for new and existing buildings using the METHONTOLOGY method. This comprised a comprehensive literature review and semi-structured interviews with ten experts concerning six buildings, in order to develop taxonomies and define risk factor interactions. It was followed by a three-stage validation using a mixed-method research methodology. Steps included comparing the ontology with a similar empirical study, gathering expert opinions via interviews and ratings assessments, and finally, interviewing an experienced professional to ascertain whether there were any concepts not covered by the ontology. The taxonomies were modeled in Protégé 5.5, and using the ontology, a spreadsheet tool was developed using Microsoft Visual Basic for Applications in Excel.

The ontology identified 36 primary risk factors and a total of 95 when including additional risks linked to certain factors. Factors such as professional liability insurance, stakeholder motivation, effective communication, experience, training, integrated design, simplicity of detailing, building systems or design and project commissioning can help manage the performance gap in buildings. The tool developed serves as a decision-support system, offering features like project risk checklists to assist stakeholders in addressing the performance gap.

This study is the first to develop an energy performance gap-risk ontology and a tool to help project stakeholders collect, store and share building risk information.

The main aim of this study was to determine the scope of application for an innovation management assessment framework (IMAF) within innovation management. Two distinct geographical regions: ANZ (Australia and New Zealand) and TMSV (Thailand, Malaysia, Sri Lanka and Vietnam) were chosen to identify and analyse significant comparative differences.

A quantitative research approach was used using empirical data collected through an online questionnaire-based survey. Statistical data analysis, including descriptive statistics, univariate analysis of variance (ANOVA) and Hsu’s MCB (multiple comparisons with/to the best) post-hoc test results, was carried out to identify significant differences and similarities in innovation management capabilities within the two regions.

The descriptive statistics analysis reveals areas for potential enhancement in all the model constructs within both regions under investigation. Significant differences in innovation management capabilities between the two regions are identified, specifically in the design for lean six sigma (DFLSS) and the operation function commercial (COMM). However, when considering the remaining constructs of the IMAF, no significant differences in innovation management capabilities are observed between the regions.

The research is limited by the relatively small size of survey questionnaire responses from the targeted population. Future studies could be conducted on a global scale to increase responses.

The research findings serve as valuable insights into the development of important and useful guidelines for managers and innovation practitioners engaged in innovation planning and management.

The critical analysis conducted in this research, focusing on innovation management capabilities by region, represents a significant advancement in the existing body of work that utilises the IMAF model.

The purpose of this paper is to develop a more comprehensive understanding of the consequences of retaliations and our evidence indicates that retaliations are beneficial for firms with supranormal earnings by making their higher earnings more persistent, but harmful for firms with subnormal earnings by slowing the recovery of their earnings.

This paper use annual Compustat files based on Fama-French 48 industry. The time-varying competitive reactions (CRs) for each firm are captured using quarterly rolling-window estimation across 41 windows with five years (i.e. 20 observations) in each window. This paper measure earnings persistence as the slope coefficient (ß1) from regressing future earnings on current earnings. The result remains qualitatively similar to the main findings when alternative measures of earnings persistence.

Abnormal earnings are expected to dissipate in the long run owing to competitive forces, but this paper show that more retaliatory CRs increase earnings persistence. This is good news for supranormal firms as they can sustain high profitability. However, it will be harder to revert subnormal earnings to the industry mean if such firms conduct more retaliatory CRs. This paper also show that these associations are stronger for less competitive industries.

First, high earnings persistence per se would not be a major consideration in the firm’s strategic decisions but a natural by-product of such decisions spanning an extended period of operations. Second, though this paper focus on the period of 2004–2018 that includes the rebound after financial crisis in 2008, an extension of the observation period over a longer economic cycle would verify our results.

CRs are regarded as an evolving portfolio of dynamic marketing decisions and tools for strategic decisions in our study. It helps how firms manage competition over time to lengthen the superior performance. Also it helps the low-profitability firms attempting to improve profitability by showing nonretaliation may be a more appropriate strategy than retaliation.

Firms in financial distress suffer from illiquidity, survival of firms is contingent on meeting their financial obligations, thus need for turnaround decisions. However, retaliations under financial distress can mitigate the effect of such turnaround decisions and thereby aggravate the situation.

Greater persistence extends the benefits of superior earnings, thus increasing the opportunities for value exploitation, but it may also restrict earnings recovery. This paper finds that the way that firms react within the competition explain the differences in earnings persistence. Although a large body of research has examined the static drivers (e.g. firm size and diversification) of the differential persistence of earnings, there has been little research on dynamic drivers that explicitly recognize the erosion process for earnings.

The purpose of this study was to gain a deeper understanding of the selection criteria used in preincubation programs. Particular focus has been placed on examining the exclusive and inclusive nature of these criteria, and how they relate to both egalitarian and utilitarian considerations.

The study used two data sources: archival available online data and semi-structured interviews. Forty-nine preincubation programs were examined, with 19 representatives interviewed. The data was analyzed using content analysis to understand the access and selection criteria applied at the preincubation stage.

The goals of preincubation programs vary, including developing students’ competencies, creating new companies or achieving the goals of the corporation that sponsored the program. preincubation programs use three levels of selection criteria, including entry criteria, the potential of the submitted idea and team and the personal characteristics and competencies of the applicants. The entry criteria varied across programs, with some programs being open only to university employees and students, while others were open to the public. The study found that the majority of preincubation programs used a combination of both egalitarian and utilitarian motivations in their selection criteria.

The criteria used to evaluate applications flowing into preincubation should be strongly related to the goals that preincubation is supposed to achieve. It is essential to consider that, contrary to previous knowledge, this process is not only aimed at supporting the creation of new businesses.

To the best of the author’s knowledge, this is the first study that analyzes the approach to selection criteria in preincubation programs with such diverse goals and in different countries as well as expanding the understanding of the criteria used at different stages of the incubation process and relating to the inclusiveness in entrepreneurship.