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This paper aims to explore how peer support can support a combined Child First, trauma-informed and restorative approach for youth justice. While other scholars have identified clashes between these approaches, particularly between Child First and restorative approaches, a focus on reparative practice with peers has been under-explored as a more child-centred model for reparation-focused work.

We draw on qualitative data from interviews and surveys undertaken with young people and parents/caregivers in a London youth offending service (YOS). The data was part of a broader mixed-methods study in the YOS that used observational methods alongside surveys and interviews to evaluate the effectiveness of its model of practice. Peer support emerged as a theme.

Participants expressed the desire to see young people working and volunteering in the YOS and felt this would help make it a safe and non-threatening space. Young people who had completed their time with the YOS saw themselves as role models with the insight and skills to support others. These young people expressed a strong desire to work in the YOS and, in some cases, to develop long-term careers supporting young people.

Our research challenges the notion that young people who have been involved in crime struggle to empathise, providing rich examples of their empathic understanding for peers. Peer support opportunities could offer a reconceptualisation of restorative practice that is Child First and trauma-informed. Such opportunities would benefit both the young people being supported and those offering support, building a co-produced approach that is directly informed by the expressed needs and desires of the young people.

Implementing peer-to-peer learning models within an academic library environment presents several benefits and challenges. This study explores the effectiveness of integrating peer-assisted learning in research services and considers the impact on those providing support and those seeking assistance. A more comprehensive understanding of peer education approaches in research support services will benefit academic libraries interested in incorporating this model.

This article showcases case study data from the reference and instruction peer-led learning programs at California State University Fullerton's Pollak Library, incorporating library interns and student assistants trained to provide front line research support to fellow students from 2019 to 2022. Feedback was collected across the learning experience from student facilitators, patrons assisted and participating library supervisors.

Project data demonstrates that incorporating students in traditional academic library research services nurtures experiential learning and serves as an effective high-impact practice. Additionally, peer-led programs contribute to a helpful, welcoming atmosphere for library users and help connect libraries to the communities they serve.

Exploring survey data and student reflections, this combined study highlights advantages and implications of incorporating peer learning programs in research services in both formal and informal instruction environments. Results also reveal promising methods for recruitment, training and sustainable program development for libraries considering this approach.

As global issues such as climate change, economic growth, social equality and the wealth gap are widely discussed, education for sustainable development (ESD) allows every human being to acquire the knowledge, skills, attitudes and values necessary to shape a sustainable future. It also requires participatory teaching and learning methods that motivate and empower learners to change their behavior and take action for sustainable development. Teachers have begun rating pupils based on peer assessment for open evaluation. Peer assessment enables students to transition from passive to active feedback recipients. The assessors improve critical thinking and encourage introspection, resulting in more significant recommendations. However, the quality of peer assessment is variable, resulting in reviewers not recognizing the remarks of other reviewers, therefore the benefits of peer assessment cannot be fulfilled. In the past, researchers frequently employed post-event questionnaires to examine the effects of peer assessment on learning effectiveness, which did not accurately reflect the quality of peer assessment in real time.

This study employs a multi-label model and develops a self-feedback system in order to use the AIOLPA system in the classroom to enhance students' learning efficacy and the validity of peer assessment.

The research findings indicate that the better peer assessment through the rapid feedback system, for the evaluator, encourages more self-reflection and attempts to provide more ideas, so bringing the peer rating closer to the instructor rating and assisting the evaluator. Improve self-evaluation and critical thinking for the evaluator, peers make suggestions and comments to help improve the work and support the growth of students' learning effectiveness, which can lead to more suggestions and an increase in the work’s quality.

ESD consequently promotes competencies like critical thinking, imagining future scenarios and making decisions in a collaborative way. This study builds an online peer assessment system with a self-feedback mechanism capable of classifying peer comments, comparing them with scores in a consistent manner and providing prompt feedback to critics.

This study aims to investigate the effects of peers on corporate payout policies in one of the largest emerging markets – India. It also examines the motives for mimicking payout decisions.

The sample is composed of 3,024 non-financial and non-government firms listed on the National Stock Exchange (NSE) and Bombay Stock Exchange (BSE) for the period 1995 to 2020. To encounter the endogeneity problem, the instrumental variable technique based on peer firms' idiosyncratic risk is used to estimate the effects of peers on firms' payout policy. To define peer reference groups, the authors use the basic industry classification of the firms.

The results indicate a significant positive impact of peers on firms' dividend policies in India. A firm with all dividend-paying peers is more likely to declare dividends than the one with no dividend-paying peers. Further, peer effects are found to be more pronounced amongst larger and older firms, thus supporting the rivalry theory of mimicking.

To the best of the authors' knowledge, the present study is the first of its kind that attempts to understand peer effects on payout decisions in an emerging market India, that offers a unique institutional setting. Moreover, the authors extend the existing literature by investigating the peer effects on a firm's payout policies considering various firm-level characteristics, such as growth opportunity, cash holding, financial constraint and profitability, which previous studies have not taken into consideration. These results provide additional insights into the heterogeneity and motives behind peer effects.

This article shares an academic library's transition from traditional reference services to a peer support model during a campus reopening post-COVID-19 closure. It examines the conception, implementation and implications of the Peer Mentor program amidst shifts in campus priorities, Library research and reference paradigms and the Library workforce, from the perspectives of library faculty and staff, alongside feedback from student workers.

The article uses a case study approach to detail the Library's Peer Mentor Program by authors involved in various stages of the program's lifespan and discusses the beginnings, implementations and challenges of the program and introduces the unique curriculum used to train student Peer Mentors.

The authors chronicle their own experience after two semesters of the Peer Mentor program alongside qualitative feedback from the first cohort of Peer Mentors. The Peer Mentor feedback points to positive impacts in other academic pursuits and in gaining a greater understanding of the information landscape and the library field.

The case study presented is a valuable example for academic librarians considering beginning peer-to-peer learning models within their own research and reference services units, especially those who may be creating these peer learning networks in the wake of library service disruption or restructure (such as due to the COVID-19 pandemic).

This study aims to identify the propensity for clients (legal and natural persons) to adopt peer-to-peer (P2P) short-term insurance policies as opposed to traditional and/or centralized short-term.

In this paper data was collected through a survey of 102 sampled short-term insurance clients using convenience sampling. The TAM2 questionnaire was adapted to evaluate the intention to adopt a P2P insurance policy.

The findings of this study shed light on the factors influencing the adoption and (dis)continuation of short-term insurance products, both traditional and digital, among South African consumers. The results demonstrate that perceived usefulness, ease of use, trust, risk perception and subjective norm play crucial roles in individuals' intention to use or (dis)continue the use of these insurance products.

The study's findings provide actionable insights for practitioners in the short-term insurance sector, with a focus on marketers and e-commerce professionals. These insights emphasize the need to prioritize user-friendly design and trust-building measures in the development of P2P insurance systems. Additionally, practitioners should consider harnessing the power of social influence and carefully balancing innovative features with familiarity in their marketing efforts. These strategies are poised to enhance the adoption and competitive positioning of P2P insurance solutions amidst the evolving landscape of digital transformation.

This study makes a substantial contribution by employing the technology acceptance model (TAM) in a novel and unconventional manner. It not only explicates the intricate dynamics governing the adoption and discontinuation of short-term insurance products, encompassing both conventional and digital alternatives, within the South African consumer milieu but also extends its purview to infer the reasons behind the limited widespread adoption of the digital counterpart, despite its superior value proposition compared to the traditional offering. The findings elucidate the critical determinants shaping individuals' decisions in this dynamic market segment. This research enhances the global discourse on insurance adoption with a unique South African perspective and furnishes insurers and marketers with empirically grounded insights to optimize their strategies and cultivate substantive connections with their target demographic.

This research explores the key factors that contribute to the success of Black students in a predominantly White institution (PWI). Two measures of success are examined: cumulative grade point average (GPA) and graduation status.

Using student-level data from a southeastern university, this research estimates education production functions using ordinary least squares regression.

While the negative effect of being Black is significant for both cumulative GPA and graduation status, the effect becomes overshadowed when peer effects are added. The authors also found the critical effect of institutional support on student success.

The student-level data are restricted to a single institution over a relatively short period of time, which limits the authors' ability to analyze institution-level factors.

This research provides a broad view of many significant factors for student success with particular highlights on the importance of encouraging Black students to utilize institutional support.

This study is an extension of the education production function model in the field of student success. The study identified peer effects and institutional support as more powerful determinants of student success than race.

This study aims to examine whether peer victimization predicted disordered eating behaviors during emerging adulthood, and if this relationship was mediated by perceived stress.

Participants included undergraduate females from a diverse university in the Southwestern USA who reported on their experiences of peer victimization, perceived stress and eating behaviors.

Mediation analysis revealed that perceived stress partially mediated the association between peer victimization and perceived stress. Peer victimization significantly predicted eating behaviors even after controlling for perceived stress. An exploratory analysis of the EAT-26 subscales was also conducted.

The present study adds to the literature on peer victimization, eating behaviors and stress by allowing researchers to understand the complexity of these relationships within an emerging adulthood population. The present results can assist individuals working with this population in interventions to prevent instances of victimization, reduce stress and provide psychoeducation for eating disorders.

The present study adds to the literature on peer victimization, eating behaviors and stress by allowing researchers to understand the complexity of these relationships within a college population.

The purpose of this paper is to review existing smart manufacturing (SM) maturity models' dimensions and maturity levels to assess their applicability and drawbacks. There are many maturity models available but many of them have not been validated or do not provide a useful guide or tool for applications. This gap creates the need for a review of the existing maturity model's applicability.

Nineteen peer-reviewed maturity models related to “Digital Transformation,” “Industry 4.0” or “Smart Manufacturing” were selected based on a systematic literature review and five consulting firm models were selected based on the author's industry knowledge. The chosen models were analyzed to determine 10 categories of dimensions. Then they are assessed on a 1–5 scale for how applicable they are in the 10 categories of dimensions.

The five “consulting firm” models have a first-mover advantage, are more widely used in industry and are more applicable, but some require payment, and they lack published details and validation. The 19 “peer reviewed” models are not as widely used, lack awareness in the industry and are not as easy to apply because of no web tool for self-assessment, but they are improving. The categories defined to characterize the models and facilitate comparisons for users include “Information Technology (IT) and Cyber-Physical System (CPS) and Data,” “Strategy and Organization,” “Supply Chain and Logistics,” “Products and Services,” “Culture and Employees,” “Technology and Capabilities,” “Customer and Market,” “Cybersecurity and Risk,” “Leadership and Management” and “Governance and Compliance.” The analyzed maturity models were particularly weak in the areas of cybersecurity, leadership and governance.

Researchers and practitioners can use this review with consideration of their specific needs to determine if a maturity model is applicable or if a new model needs to be developed. The review can also aid in the development of maturity models through the discussion of each of the dimension categories.

Compared to existing reviews of SM maturity models, this research determines comprehensive dimension categories and focuses on applicability and drawbacks.

Microfinance programs across the countries are designed on the self-help and peer pressure model, aim at microentrepreneurship development. Despite of significant studies on microfinance-supported microentrepreneurship (MSM), not a single literature examines it from the systems thinking. In addition to that, the extant literature did not look MSM from the behavioral perspectives. To address the above gaps, the present study aims to examine self-help group (SHG)-based microfinance programs from the systems approach using the Stimulus-Organism-Behavior-Consequence (SOBC) model.

Information gathered from 786 women SHG members from four states of India through a structured interview schedule. Confirmatory Factor Analysis (CFA) and Structural Equation Modeling (SEM) were conducted to process data. Additional statistical tests were performed to test the reliability and validity.

It was found that the “positive stimulus” (social intermediation, financial intermediation and business development services) positively impacted; and “negative stimulus” (intermediation accountability, and intermediation assumption) negatively impact, to “motive” (attitude, subjective norms, and perceived control) for micro-entrepreneurship in the SHG-based microfinance. Further, “motive” positively predicted “behavioral intention”; the “behavioral intention” positively determined “consequences” of micro-entrepreneurship. Intermediation as stimuli acted as “input”; the motive and behavioral intention acted as the “process”, and the consequence acted as the “output” in the SHG-based microentrepreneurship system.

To the best of the author's knowledge, this paper is the first one to examine the behavioral systems of microentrepreneurship programs through the Stimulus-Organism-Behavior-Consequence (SOBC) model.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-12-2022-0801