Search results

We argue that a fundamental issue regarding how to search and how to switch between different cognitive modes lies in the decision rules that influence the dynamics of learning and exploration. We examine the search logics underlying these decision rules and propose conceptual prompts that can be applied mentally or computationally to aid managers’ decision-making.

By applying Multi-Armed Bandit (MAB) modeling to simulate agents’ interaction with dynamic environments, we compared the patterns and performance of selected MAB algorithms under different configurations of environmental conditions.

We develop three conceptual prompts. First, the simple heuristic-based exploration strategy works well in conditions of low environmental variability and few alternatives. Second, an exploration strategy that combines simple and de-biasing heuristics is suitable for most dynamic and complex decision environments. Third, the uncertainty-based exploration strategy is more applicable in the condition of high environmental unpredictability as it can more effectively recognize deviated patterns.

This study contributes to emerging research on using algorithms to develop novel concepts and combining heuristics and algorithmic intelligence in strategic decision-making.

This study offers insights that there are different possibilities for exploration strategies for managers to apply conceptually and that the adaptability of cognitive-distant search may be underestimated in turbulent environments.

Drawing on insights from machine learning and cognitive psychology research, we demonstrate the fitness of different exploration strategies in different dynamic environmental configurations by comparing the different search logics that underlie the three MAB algorithms.

The circular economy (CE) has been endorsed as representing a model that is able to achieve environmental protection through decreased use of raw materials, together with changing economic values and social inclusion thanks to its demand for a wide variety of skill profiles. This has motivated many policy initiatives to support the implementation of the CE. The purpose of this study is to follow such policy initiatives in three geographically anchored industry-specific networks.

The study contributes to the research debate on the CE through a spatial approach with a focus on how the implementation of the CE is conditioned by spatial and regional contexts. The authors investigate three different networks in Sweden for CE with different locations and industrial profiles.

The findings reveal the difficulty that exist in relation to the implementation of the CE. The network and support functions in combination with private industry are vital. The risk of sustaining an uneven regional economic development is evident.

Although research on the development of the CE has proliferated, geographical approaches to this development are comparably rare to date. The authors seek to contextualise the strategy development and policy implementation of a CE policy.

Faculty play a unique role in universities performing duties along the three fronts of teaching, research and service. While it might be teaching that contributes most to the bottom line of a small university, it is often research by which faculty merit is judged. This study explores the relationships between role ambiguity, role conflict and commitment (affective, normative and continuance) as mediated by job satisfaction among faculty members.

A sample of 133 faculty members at a US-accredited university in Lebanon served as the basis for this study. The faculty members completed a survey covering scales on role ambiguity, role conflict, commitment and job satisfaction in addition to demographic variables.

We find that a decrease in role ambiguity strengthens affective and normative commitment but weakens continuance commitment. Structural equation modeling indicates that job satisfaction partially mediates the relationship between role ambiguity and affective commitment, while not mediating the relationship between role ambiguity and normative and continuance commitments. Similar findings hold for job satisfaction as a mediator in the relationship between role conflict and commitment.

Based on statistical modeling, this work (1) puts forth a revised scale for organizational commitment tailored to academia and (2) provides guidance to higher education institutions in terms of the differential impacts on faculty commitment that stem from reducing role-ambiguity versus role-conflict. Managerial recommendations focus on improving normative and affective commitment through the design of policies to reduce role conflict among faculty.

Gender identity assessments (GIAs) have been criticized by practitioners and trans and gender non-conforming (TGNC) individuals alike. With the practice of exploring individuals’ gender identity for treatment pathway purposes being potentially invasive and inappropriate, the current study aims to explore explicit standards.

The current study used the Delphi methodology to survey practitioners familiar with GIA. Over three rounds, 14 international participants rated their agreement about six areas relating to the assessment: purpose; content; approach; forensic application; psychometric instruments; and wider issues. Statements that reached an 80% cut-off among participants were viewed as a sufficient level of agreement, while the remaining items were fed back for repeated ratings. Furthermore, participants had the opportunity to suggest additional items that the group could rate.

Overall, a consensus across 23 items was achieved. The findings indicate a practice emphasizing collaboration between clinician and client to facilitate an informed decision. Furthermore, participants advocated for a non-pathologizing version of the GIA. This is a departure from diagnoses like gender dysphoria toward an approach which encapsulates also positive aspects of the trans experience, for example, resilience and future plans.

Limitations include sampling biases due to participants’ high specialization and challenges in recruiting TGNC individuals. Furthermore, findings appear restricted to adult services.

To the best of the author’s knowledge, this pilot is a first step to making current practice transparent and comparable, with the hopes to improve trans care. Furthermore, it is contextualized with the previously suggested application of the power threat meaning framework to GIA.

This study explores how police culture is experienced by women officers serving in positions where they are significantly underrepresented (i.e. leadership and elite specialty units) and the environmental factors that shape these experiences.

A qualitative analysis of transcripts from interviews with 71 women serving in male-dominated roles was conducted (N = 39 ranking women; N = 32 women on elite units).

Participants described five occupational, organizational and assignment-level factors that shaped their workplace experiences. While some contextual forces at play are similar for women working patrol (e.g. traditional police culture, the underrepresentation of women in law enforcement) unique position-level factors were also identified (e.g. the high-risk and consequential nature of the work).

While the cultural environment for women patrol officers has improved in the past few decades, the same cannot be said for women working in positions that are still dominated by men. More attention to this area of policing is needed to ensure gender diversity is achieved throughout organizations and not only in positions deemed suitable for women.

The study extends research on women in policing beyond the focus on patrol. Further, it explores the assignment- and rank-based perspectives of police culture, which are largely absent from the literature.

When a crisis occurs, do corporate social responsibility (CSR) activities protect organizational reputation by buffering negative effects or do CSR activities intensify negative effects, potentially leading to a worse reputation compared to if the organization had no prior CSR engagement? The authors hypothesize that if a crisis emerges in a domain aligned with an organization’s CSR initiatives (crisis-congruent CSR) backfire effects would arise, adversely affecting the organization’s reputation. Conversely, in cases of incongruence, where the crisis emerges in a domain not aligned with an organization’s previous CSR involvement, a buffering effect would manifest, protecting the organization’s reputation.

The authors conducted an experiment with a 3 (crisis-congruent, crisis-incongruent, and no CSR activities) × 2 (repeated measures) mixed factorial design. In the first scenario, no information was provided concerning a company’s social commitment. Alternatively, participants were exposed to an article illustrating the company’s dedication either to healthcare (crisis-incongruent commitment) or to combating sexism (crisis-congruent commitment). Afterward, participants were presented with a newspaper article addressing allegations of sexism against the company’s CEO.

The findings demonstrate that prior CSR activities have the potential both to serve as a buffer and to cause backfire effects in times of crisis. Domain congruence is the decisive moderator of these effects: Crisis-incongruent CSR activities acted as a buffer, crisis-congruent CSR activities “backfired” and led to more negative perceptions of the company’s reputation.

The study directly contributes to the understanding of CSR effects in crisis communication, while also addressing the often paradoxical and contradictory findings of prior studies.

This paper aims to explore how a shared service centre (SSC) is mobilised in a power-dominant context of a Chinese state-owned enterprise (SOE). Specifically, it examines the mobilisation of SSC within this multi-divisional SOE, the role and dynamics of actors involved and the influence of changes in the integrated information system (IIS) during the mobilisation process.

The study follows a qualitative case study methodology. The authors draw on actor-network theory to examine the network and translation processes constructed in mobilising SSC in the chosen SOE. The data sources of this study were collected through semi-structured interviews, observations and documentary reviews.

The mobilisation of SSC is not a linear process but rather a “spiral” interplay through continuous interactions and compromises between human and non-human actors. Power gave the core actor as an orchestrator legitimacy and formality to reduce resistance and obstruction in translation for the mobilisation of SSC. The changes in IIS appear to facilitate the interaction between the heterogeneous actors.

This case study contributes towards understanding the mobilisation of SSC in a power-dominant context by highlighting the impact of changes in IIS and the details of the mobilisation of SSC in terms of the role played by both the individual actors and the technology.

This study provides a broader understanding of the interactions of the heterogeneous actors for mobilising SSC in a power-dominant context. More importantly, the study inspires future research into examining how SSC practices unfold and how the changes in IIS influence the mobilisation of SSC.

The ancient settlements of the M'zab Valley in Algeria, called ksour, are still being used by local inhabitants a thousand years after their construction. The main objective of this study was to discover why, despite the formation of new residential areas, these settlements have been able to survive and maintain their original functions.

The authors used the concept of living heritage sites as an analytical framework. The field data were collected through semi-structured interviews and analyzed through qualitative content analysis.

This study revealed that the reasons for the survival of these settlements were cultural and social rather than physical. Four main factors play a role in the survival of these settlements: (1) solidarity and unity among the inhabitants, (2) built environment as an ancestral heritage and a symbol of identity, (3) comfort and convenience in ksour and (4) social control and adherence to tradition. However, some concerns have arisen in recent decades that may endanger the viability of these settlements in the future, requiring more attention from the government.

While previous studies on urban heritage and World Heritage Sites (WHSs) have mainly focused on tourism development and conservation issues, this paper emphasized a less-studied aspect of these sites, i.e. continuity and sustainability. All previous studies on the WHSs of the M'zab Valley have addressed the traditional architecture and the climatic design of houses without sufficiently addressing other factors that have contributed to the sustainability and resilience of these settlements.

This pragmatic research paper aims to unravel the smart vision-based method (SVBM), an AI program to correlate the computer vision (recorded and live videos using mobile and embedded cameras) that aids in manual lifting human pose deduction, analysis and training in the construction sector.

Using a pragmatic approach combined with the literature review, this study discusses the SVBM. The research method includes a literature review followed by a pragmatic approach and lab validation of the acquired data. Adopting the practical approach, the authors of this article developed an SVBM, an AI program to correlate computer vision (recorded and live videos using mobile and embedded cameras).

Results show that SVBM observes the relevant events without additional attachments to the human body and compares them with the standard axis to identify abnormal postures using mobile and other cameras. Angles of critical nodal points are projected through human pose detection and calculating body part movement angles using a novel software program and mobile application. The SVBM demonstrates its ability to data capture and analysis in real-time and offline using videos recorded earlier and is validated for program coding and results repeatability.

Literature review methodology limitations include not keeping in phase with the most updated field knowledge. This limitation is offset by choosing the range for literature review within the last two decades. This literature review may not have captured all published articles because the restriction of database access and search was based only on English. Also, the authors may have omitted fruitful articles hiding in a less popular journal. These limitations are acknowledged. The critical limitation is that the trust, privacy and psychological issues are not addressed in SVBM, which is recognised. However, the benefits of SVBM naturally offset this limitation to being adopted practically.

The theoretical and practical implications include customised and individualistic prediction and preventing most posture-related hazardous behaviours before a critical injury happens. The theoretical implications include mimicking the human pose and lab-based analysis without attaching sensors that naturally alter the working poses. SVBM would help researchers develop more accurate data and theoretical models close to actuals.

By using SVBM, the possibility of early deduction and prevention of musculoskeletal disorders is high; the social implications include the benefits of being a healthier society and health concerned construction sector.

Human pose detection, especially joint angle calculation in a work environment, is crucial to early deduction of muscoloskeletal disorders. Conventional digital technology-based methods to detect pose flaws focus on location information from wearables and laboratory-controlled motion sensors. For the first time, this paper presents novel computer vision (recorded and live videos using mobile and embedded cameras) and digital image-related deep learning methods without attachment to the human body for manual handling pose deduction and analysis of angles, neckline and torso line in an actual construction work environment.

Municipalities have the potential to become models of the circular economy (CE). This paper aims to examine the impact of the municipal council’s characteristics on municipal CE disclosure and promotion.

This paper is based on the resource dependence and upper echelons theories. For a sample of the 100 largest cities in Canada, a mixed methodology is used to code and analyze data and test the hypotheses.

Municipal councillors’ education and experience related to the environment or sustainability are both likely to affect CE disclosure, and their sector membership (public or private) moderates the relationship between CE disclosure and councillors’ experience. This experience may be reinforced by membership in the private sector, which has applied CE principles more extensively than the public sector has. Municipal councils with a greater number of councillors from the private sector appear to perform better in matters of transparency and to disclose more CE information on their public websites.

Municipalities could use the findings to foster their transition to CE by implementing a CE-related training plan for their councillors. A CE-dedicated section on their websites could improve transparency and inform and educate residents about CE.

The public sector could learn from the private sector’s best practices regarding CE.

This paper contributes to the literature by providing empirical evidence of the transparency and engagement of municipalities toward CE. The authors extend the resource dependence and upper echelons theories to a new context, that of public organizations.