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This article informs school leaders and staffs about existing research findings on the use of data-driven decision-making in creating class rosters. Given that teachers are the most important school-based educational resource, decisions regarding the assignment of students to particular classes and teachers are highly impactful for student learning. Classroom compositions of peers can also influence student learning.

A literature review was conducted on the use of data-driven decision-making in the rostering process. The review addressed the merits of using various quantitative metrics in the rostering process.

Findings revealed that, despite often being purposeful about rostering, school leaders and staffs have generally not engaged in data-driven decision-making in creating class rosters. Using data-driven rostering may have benefits, such as limiting the questionable practice of assigning the least effective teachers in the school to the youngest or lowest performing students. School leaders and staffs may also work to minimize negative peer effects due to concentrating low-achieving, low-income, or disruptive students in any one class. Any data-driven system used in rostering, however, would need to be adequately complex to account for multiple influences on student learning. Based on the research reviewed, quantitative data alone may not be sufficient for effective rostering decisions.

Given the rich data available to school leaders and staffs, data-driven decision-making could inform rostering and contribute to more efficacious and equitable classroom assignments.

This article is the first to summarize relevant research across multiple bodies of literature on the opportunities for and challenges of using data-driven decision-making in creating class rosters.

The article examines how street-level bureaucrats (SLBs) manage the digital bureaucratic relationship in dealing with customer needs and the technological innovations introduced into organisations (digital tools). The topic of technological transformations from a street-level perspective has garnered limited interest so far, especially in Italy. The research question underlying the article is as follows: how does the discretion of SLBs change with the introduction of digital tools within the public administration? We expect that the characteristics of clients on the one hand, and the degree of institutionalisation of the digital tool in question on the other, will change the way in which SLBs exercise their discretion.

The data were collected from two separate research projects in which the authors were involved: (1) the first was a doctoral research project concerning labour inspectors tasked with investigating labour irregularities reported by workers; (2) the second was a research project regarding the relationship between the elderly and public service caseworkers. Information gathered through a series of semi-structured interviews was analysed, with a focus on the digitalisation process. The interviewees included 15 labour inspectors, and 12 long-term care caseworkers. With regard to the interviews conducted with labour inspectors, we examined the online request for action submitted by workers reporting irregularities in their employment relationships. As regards the interviews with caseworkers involved in services for the elderly, the discussion revolved around the option introduced during the pandemic period in 2020, to request access to the services in question through submission of an online form rather than requesting such services in person.

What emerges is that while the introduction of digitalised policies allows SLBs to obtain more information with which to assess the situation of individuals, the discretionary power exercised by front-line workers only results in the partial use of the digital tool, whilst favouring the traditional relationship between bureaucrats and their clients.

We introduce the concepts of “digital discretion” and “analogic discretion” in an attempt to understand how SLBs use their decision-making powers, which may prove to be useful analytical tools for studying the ways in which the discretion of SLBs is realised through new digital practices.

The rapidly growing medical tourism sector impacts sending and receiving countries’ health systems. It is growing rapidly, and medical procedures, technology and high-quality healthcare are expensive and unequal. Low-to-middle-income countries’ citizens travel abroad for better healthcare for cost or other reasons. Medical tourism in developing countries is poorly understood, despite empirical studies from developed countries and various disciplines. This paper aims to analyze the motivational factors that influence Nepalese patients’ decisions to seek outbound medical tourism in Nepal.

The study adopted a quantitative approach. The study purposefully included individual patients who had undergone medical treatment abroad to form the sample for research purposes. Among the 400 respondents, 382 responses were deemed the final sample size. A questionnaire was developed on a seven-point Likert scale. The study proceeded with a sequential analysis approach, commencing with the evaluation of the measurement model before conducting path analysis to test the hypotheses and present the model estimates.

The study found that the individuals supported outbound medical tourism and were open to medical treatment abroad. Outbound medical tourism is highly related to service quality and word-of-mouth communication along with the insurance policy, language and culture, treatment cost and procedural safety. However, service quality and word-of-mouth communication significantly affect outbound medical tourism, with service quality having a large effect. These findings of the study shed a different dynamics of the factors influencing Nepalese individuals’ decision regarding outbound medical tourism.

This study focuses to a developing country in which the country’s healthcare system lacks proper infrastructure and services, is overcrowded, lacks expertise and technology and private hospitals are scarce. As a result, more people are seeking treatment across borders. Though researchers from developed countries and different disciplines have carried out empirical studies on medical tourism, little is known about this phenomenon in developing countries. Therefore, this study explores the motivational factors for outbound medical tourism in Nepal. This study addresses these key research issues to highlight Nepal’s underexplored outbound medical tourism and its drivers.

This paper aims to shed light on features of successful innovation and on the role played by downstream open innovation (OI) dynamics in the Fast Moving Consumer Goods (FMCG) industry. It also explores the reasons for the decline in the number of disruptive innovations in this industry in the European Union (EU).

The authors interpret the data in a Kantar consumer panel dataset on disruptive innovations in Spain through an exploratory research including in-depth interviews with 19 managers in the industry.

Results show that downstream open innovation in this industry is mostly limited to the executional stage in the process and highlight the crucial role played by the point of purchase in the success of innovations. The authors build up a virtuous circle of innovation based on features such as the use of OI processes, company focus and marketing support, transparency and collaboration with retailers, as well as the product's uniqueness and its potential to become viral.

The paper focuses on Spain and, thus, results cannot be generalised. Further research in other countries would be interesting.

The study describes the features of disruptive innovators and develops an extensive list of success factors.

The development of disruptive innovation is a source of competitive advantages and one of the most relevant activities of managers today. Nevertheless, the number of disruptive innovations is in decline, and only a few succeed, negatively affecting consumer welfare.

Through this study, the authors provide insights on the features of successful innovators in FMCGs and describe the factors affecting the decreasing trend in the number of breakthrough innovations. Further, this paper fulfils an identified need to study OI in low-tech industries.

This integrated care study seeks to highlight how voluntary sector “wellbeing co-ordinators” co-located in a horizontally and vertically integrated, multidisciplinary community hub within one locality of an Integrated Care Organisation contribute to complex, person-centred, co-ordinated care.

This is a naturalistic, mixed method and mixed data study. It is complementing a before-and-after study with a sub-group analysis of people receiving input from the wider hub (including Wellbeing Co-ordination and Enhanced Intermediate Care), qualitative case studies, interviews, and observations co-produced with embedded researchers-in-residence.

The cross-case analysis uses trajectories and outcome patterns across six client groups to illustrate the bio-psycho-social complexity of each group across the life course, corresponding with the range of inputs offered by the hub.

To consider the effectiveness and mechanisms of complex system-wide interventions operating at horizontal and vertical interfaces and researching this applying co-produced, embedded, naturalistic and mixed methods approaches.

How a bio-psycho-social approach by a wellbeing co-ordinator can contribute to improved person reported outcomes from a range of preventive, rehabilitation, palliative care and bereavement services in the community.

To combine knowledge about individuals held in the community to align the respective inputs, and expectations about outcomes while considering networked pathways based on functional status, above diagnostic pathways, and along a life-continuum.

The hub as a whole seems to (1) Enhance engagement through relationship, trust and activation, (2) Exchanging knowledge to co-create a shared bio-psycho-social understanding of each individual’s situation and goals, (3) Personalising care planning by utilising the range of available resources to ensure needs are met, and (4) Enhancing co-ordination and ongoing care through multi-disciplinary working between practitioners, across teams and sectors.

The purpose of this paper is to investigate the relationship between perceived corporate social responsibility (PCSR) and perceived organizational corruption (POC) in a developing country context. The research suggests mediating roles of perceived ethical leadership (PEL) and job satisfaction (JS) in the PCSR–POC relationship.

Data were collected through survey questionnaires. The sample consisted of 434 employees working in private and public organizations in Kosovo. Regression analysis was conducted by using a serial mediation model.

Applying a social learning framework, this study provides evidence that employees’ perceptions of corporate social responsibility (CSR) are positively related to perceived ethical leadership and job satisfaction and negatively related to perceived organizational corruption. Furthermore, results confirm that the relationship between CSR perception and organizational corruption perception is mediated by ethical leadership perception and job satisfaction.

Armed with the findings, organizations can adopt CSR practices to positively influence employee behaviors and attitudes. From these results, it is possible to better comprehend the role of CSR in dealing with relevant aspects such as corruption at the organizational level, especially in developing and emerging markets.

The findings of this research indicate that employees in socially responsible organizations perceive less organizational corruption. Adopting a more ethical and responsible management approach might represent a promising solution to fight the corruption phenomenon inside and even outside organizations. These results should serve as reflection for both managers and public authorities.

With regard to CSR, previous studies have investigated different employee outcomes but never considered the potential impact on corruption at the organizational level. Furthermore, this study extends the literature by conceptualizing perceived ethical leadership and job satisfaction as mediators between perceived CSR and organizational corruption perception, in a developing country context where the concept of CSR is still less investigated.

The authors investigate how COVID-19 has influenced the amount, type or topics of abuse that UK politicians receive when engaging with the public.

This work covers the first year of COVID-19 in the UK, from March 2020 to March 2021 and analyses Twitter abuse in replies to UK MPs. The authors collected and analysed 17.9 million reply tweets to the MPs. The authors present overall abuse levels during different key moments of the pandemic, analysing reactions to MPs by gender and the relationship between online abuse and topics such as Brexit, the government’s COVID-19 response and policies, and social issues.

The authors have found that abuse levels towards UK MPs were at an all-time high in December 2020. Women (particularly those from non-White backgrounds) receive unusual amounts of abuse, targeting their credibility and capacity to do their jobs. Similar to other large events like general elections and Brexit, COVID-19 has elevated abuse levels, at least temporarily.

Previous studies analysed abuse levels towards MPs in the run-up to the 2017 and 2019 UK General Elections and during the first four months of the COVID-19 pandemic in the UK. The authors compare previous findings with those of the first year of COVID-19, as the pandemic persisted, and Brexit was forthcoming. This research not only contributes to the longitudinal comparison of abuse trends against UK politicians but also presents new findings, corroborates, further clarifies and raises questions about the previous findings.

The peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-07-2022-0392