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This study aims to examine the mediating role of trainer preparation in the effect employee trainer self-efficacy has on trainer performance.

Using a census, data was collected from internal employee trainers in two universities in Ghana. In testing the hypotheses, a structural equation modelling based on 10,000 bootstrap samples was used, and the BCa confidence intervals were used to establish the significance of the hypotheses.

This study revealed trainer preparation as a complementary partial mediator in the effect trainee engagement self-efficacy and instruction self-efficacy had on trainer performance. In addition, the importance–performance map analyses demonstrated that the factor with the most importance in the model was instruction self-efficacy, yet it was not the highest-performing factor.

This study highlights the mediating role played by preparation in the effect of trainer self-efficacy on trainer performance. In addition, it adds to the dearth of studies that focus on employee trainers while at the same time using data from the trainers themselves.

The aim of this paper is to contribute to knowledge about the diversity of credibility arrangements in new audit spaces “in the margins” of auditing and the implications of such arrangements.

The paper is based on an in-depth qualitative study of the lesbian, gay, bisexual, transgender, queer and intersex (LGBTQI) rights certification run by the Swedish Federation for Lesbian, Gay, Bisexual, Transgender, Queer and Intersex Rights (RFSL) during its first decade of operation. We have interviewed employees and studied documents at the certification units within the RFSL. We have also interviewed certified organizations.

We highlight two features that explain the unusual credibility arrangements in this audit practice: the role of beneficiaries in the organizational arrangements chosen and the role of responsibility as an organizing value with consequences for responsibility allocation in this certification. These features make it possible for the RFSL to act as a credible auditor even though it deviates from common arrangements for credible audits.

The RFSL certification is different in several ways. First, the RFSL acts as both a trainer and an auditor. Second, the trainers/auditors at the RFSL have no accreditation to guarantee their credibility. Third, the RFSL decides for itself what standards should apply for the certification and adapts these standards to the operation being audited. Therefore, this case provides a good opportunity to study alternative credibility arrangements in the margins of auditing as well as their justifications.

Informed by the job characteristics model (JCM) and job crafting theory (JCT), this study aims to investigate the mediating role of meaningfulness at work in the relationship between a growth mindset and in-role performance and moderating role of job crafting in this indirect effect.

To this end, the authors examined the moderated mediation model with 271 corporate trainers enrolled in the largest online community for adult educators in South Korea.

Results showed that the relationship between a growth mindset and in-role performance is positively mediated by meaningfulness at work. Furthermore, job crafting acted as a moderator in this relationship, such that trainers with high levels of job crafting showed a greater in-role performance, while trainers with low levels of job crafting reported a negative indirect effect of a growth mindset.

The current study contributes to the JCM and JCT by suggesting a growth mindset as individual characteristics to promote meaningfulness at work and in-role performance. The study also responds to the calls to expand the mediation mechanisms and boundary conditions of a growth mindset in the workplace. The authors provide important insights into how corporate trainers’ job crafting is crucial in enhancing or impeding their performance and meaningful work.

The study proposes to empirically test a model that illustrates how identical elements (IEs), transfer design and trainer performance as training predictors affect trainees' motivation to improve work through learning (MTIWL) and training transfer (TT) in the Indian context.

An online survey was conducted to validate the study model. The quantitative data collected from 360 executives and managers were analyzed using the covariance-based structural equation modeling (CB-SEM) technique.

The study finds that trainees' MTIWL has a full mediation impact between transfer design, trainer performance and TT. However, a partial mediating impact of MTIWL was found between IEs and TT.

This is the first study that empirically explores the mediating mechanism of MTIWL between IEs, transfer design, trainer performance and TT. This study extends the current understanding of trainees' MTIWL that links the cumulative influence of training predictors to TT.

Grounding on the goal-setting theory and flow theory, this study explored the mechanism underlying the association between transfer design (TD); identical elements and training transfer (TT). Specifically, the authors explored a moderated mediation process of trainer performance and motivation to improve work through learning (MTIWL) that has received less consideration in the TT literature.

Data were collected using the retro-perspective survey method. The first survey was administered offline (t1: the day when leadership intervention was completed. Subsequently, trainees were requested to participate in an online survey (t2: 12–14 weeks later). In all, 355 executives participated.

The results of structural equation modeling (SEM) analyses suggested that trainees’ MTIWL mediational impact between leadership intervention triggers (transfer design and identical elements), and TT was supported. In addition, the indirect impact of these variables on TT was found to be significant when the trainer had high performance than when it was low. This confirmed the trainer’s performance as a potential moderator in the TT process.

This study is limited to the exploration of leadership intervention variables on TT. The findings have implications for leadership professionals and scholars who use leadership intervention and motivation metrics to predict TT.

This study offers a moderated mediation mechanism for enhancing TT through leadership intervention triggers. The proposed conceptual model included MTIWL as mediator and trainer performance during leadership intervention as moderator.

The purpose of this paper is to improve the recent models for the evaluation of the efficiency of decision making units (DMUs) comprising a network structure with undesirable intermediate measures and fuzzy data.

In this paper a three-stage network structure model with desirable and undesirable data is presented and is solved as linear triangular fuzzy planning problems.

A new three stage network data envelopment analysis (DEA) model is established to evaluate the efficiency of industries with undesirable and desirable indicators in fuzzy environment.

The implication of this study is to evaluate the furniture services and the chipboard industries of wood lumber as a three-stage process.

In some cases, DMUs include two or multi-stage process (series or parallel) operating with a structure called a network DEA. Also, in the real world problems, the data are often presented imprecisely. Additionally, the intermediate measures under the real-world conditions include desirable and undesirable data. These mentioned indexes show the value of the proposed model.

Organizational diversity training is designed to enhance employees' skills and competencies regarding diversity and its management. The question of its effectiveness, and the conditions under which it thrives, remains a matter of debate. Unlike previous studies that have predominantly focused on the perspective of training participants, this study shifts the lens to the viewpoints of diversity training providers in Germany – a country where the formal requirement for diversity management was implemented relatively recently. The primary objective is to ascertain the critical factors influencing training effectiveness from the providers' perspective.

This research draws upon case studies based on document analysis and qualitative interviews with diversity training providers across Germany.

The investigation reveals that the effectiveness of diversity training, as perceived by providers, hinges on several key factors: the organizational environment (including the widespread recognition of diversity issues and the presence of an organizational diversity framework), the attributes of diversity trainers (notably their personal familiarity with diversity) and the setting and design of the training (such as venue, duration and a blend of instructional approaches). A notable barrier to achieving effective training outcomes is the lack of supportive conditions within client companies, exemplified by limited training budgets, which impedes the accurate assessment of training effectiveness.

This study marks a novel contribution to the field by explicitly focusing on the perspective of diversity training providers in Germany. It provides new insights into the importance of the organizational context surrounding diversity education within the private sector.

The article explores the potential for self-employed personal trainers (SEPTs) to resist exploitation by gyms, with a focus on the attitudes of SEPTs towards trade unions and collective action.

This article is based on a multiple-method study with qualitative data drawn from participant observation and interviews and quantitative data from a questionnaire survey. The data were collected in 2018.

The potential for individual resistance to exploitation among SEPTs is limited. However, attitudes towards a collective response were largely positive, albeit there is certainly no consensus agreement on the value of trade unions. The logic of coopetition is applied to explain the issues on which trade unions might organize SEPTs.

The study suggests coopetition as an organizing logic for highly individualized self-employed workers in intense proximal competition with one another. However, the research presented in this article was undertaken with a unique group of solo self-employed workers. Further study is required to demonstrate the applicability of these findings.

The commercialization of work poses a threat to traditional employment and trade unions. It is crucial that trade unions represent the interests of all workers by focusing on workers who do not traditionally form the vanguard of its membership (e.g. dependent workers and the falsely self-employed). The study illustrates the way in which trade unions can organize micro-entrepreneurs.

Coopetitive representation whereby micro-entrepreneurs collaborate to resist exploitation while remaining independent has the potential to change the perspectives and values of entrepreneurs.

The article assesses the potential of organizing a highly individualized and competitive self-employed worker. Coopetitive representation is presented as distinct from other approaches to representation and as a means of trade union revitalization.

This paper aims to refer to the knowledge transfer of entrepreneurial skills between digital incubators and nascent entrepreneurs. It questions the role of the context and of the richness of the ecosystems in which these women evolve, as defined by Welter and Baker (2021) on such an attempt.

This research is based on a qualitative study that refers to case studies of women nascent entrepreneurs who evolve into two different contexts – one rich zone and one deprived economic one of the French Parisian Region – and who integrated the same digital incubator.

Context does partly matter: besides the “Where”, the “Who” and, moreover, the level of education and previous entrepreneurial experience really matters, and only educated women, whatever the other components of context, seem to be capable to receive the “best” knowledge transfer from incubators. Second, incubators can be considered as to be a knowledge hub that allow knowledge transfer not only from trainers and coaches to women nascent entrepreneurs but also among women entrepreneurs. This paper concludes with a discussion on the role of digital training and coaching in such knowledge transfers.

Findings are limited to a specific place (the region of Paris). Therefore, women entrepreneurs evolve in more different contexts but the national entrepreneurial and institutional context remains the same. There should be need to explore the role of an incubator that evolves into more contrasted contexts.

If results can be generalized, this means incubators should differentiate their services, teaching and coaching expertize according to the education level of nascent entrepreneurs: This is a plaidoyer against institutionalized incubators that claim to be capable of targeting any nascent (women) entrepreneurs.

This study is also a plaidoyer for more digital incubator to mix persons from different contexts, especially to welcome persons from more deprived economic zones.

The research reveals the role of context – and, some components of the context – intro coaching and training that are provided by online incubators. It contributes to the literature on knowledge transfer that is brought about by incubators. It also contributes to the literature in entrepreneurship by showing that some components among the others that define what we call “the context” matter more than others.

There is a sparsity of research that considers how to overcome implementation challenges for interventions in special school settings where specialist teaching methods are involved. Successful implementation has often relied on considerable researcher involvement, making them inaccessible and not sustainable for the majority of special schools. The purpose of this study was to implementa train-the-trainer approach to train teaching staff to use the Teaching Early Numeracy to Children with Developmental Disabilities (TEN-DD) programme in a large special school in the UK, thereby significantly reducing researcher involvement in its implementation.

One staff member was trained to become the school lead for TEN-DD and trained other teaching staff in the school on implementation. This study recruited 13 students aged between 12 and 16 years of age with developmental disabilities to receive TEN-DD. Pre- and post-intervention tests on a standardised numeracy measure were conducted.

A train-the-trainer model was developed and successfully delivered to train teaching staff in TEN-DD. A standardised outcome measure indicated that ten students made improvements to their numeracy skills after teachers trained using this approach delivered TEN-DD for between 3 and 10 months.

Very little research has been carried out to better understand methods for overcoming implementation challenges for delivering evidence-based teaching programmes at scale to students with developmental disabilities who attend special schools. To the best of the authors’ knowledge, this study reports the results of the first evaluation of using a train-the-trainer model for the delivery of a numeracy intervention (TEN-DD), whereby there was no involvement of researchers in implementation beyond the initial training of the school lead. This model of training for interventions may be more sustainable for special schools and help improve the uptake of evidence-based interventions.