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The purpose of this study is to target utilizing Human resources (HRs) data analytics that may enhance strategic business, but little study has examined how it affects components. Data analytics, HRM and strategic business require empirical investigations and how to over come HR data analytics implementation issues.

A semi-systematic methodology for its evaluation allows for a more complete examination of the literature that emerges theoretical framework and a structured survey questionnaire for quantitative data collection from IT sector personnel. SPSS analyses data.

Future research is essential for organisations to exploit HR data analytics’ performance-enhancing potential. Data analytics should complement human judgment, not replace it. This paper details these transitions, the important contributions to theory and practice and future research.

Data analytics has grown rapidly and might make HRM practices faster, more efficient and data-driven. HR data analytics may improve strategic business. HR data analytics on employee retention, engagement and organisational success is insufficient. HR data analytics may boost performance, but there is limited proof. The authors do not know how HRM data analytics influences firms and employees.

Data analytics offers HRM new opportunities, along with technical and ethical challenges. This study makes a significant contribution to HR data analytics, evidence-based practice and strategic business literature. In addition to estimating turnover risk, identifying engagement factors and planning interventions to increase retention and engagement, HR data analytics can also estimate the risk of employee attrition.

This chapter sought to answer the following questions: (a) what does special education means for students with intellectual disability?, (b) what is being done, and (c) how do we maintain tradition? The answers, while complicated, suggest special education for students with intellectual disability historically and currently involves attention to what, how, and where, with the how being the key elements of special education for students with intellectual disability. This chapter discussed the what, how, and where for students with intellectual disability in a historical and current framework while also providing evidence-based practices for students with intellectual disability to implement to maintain the tradition of high-quality services.

Research and experience show that evidence-based practice (EBP), i.e. using the best available knowledge in daily professional work, is difficult to achieve in social services. The purpose of this study is to understand the development of organizational EBP learning processes in daily work through workplace education for staff and managers of supported homes for people with cognitive disabilities. The authors examine how the EBP model and new knowledge are understood and made actionable in the workplace, applying theories of organizational learning.

The authors used empirical material collected from an EBP workplace education pilot in Sweden, as well as documents on national EBP implementation in Swedish social services. Before the pilot, a focus group interview was conducted with regional senior managers. Participating managers and staff were individually interviewed two to three years after the pilot.

The study illustrates how knowledge-based action emerged from education where EBP was interpreted, understood, reflected on, and tested, supported by codified EBP tools in the work context. The participants, when supervised, and when observing and questioning their own behaviors in practice, contributed to double-loop learning (DLL) processes. Codification of EBP knowledge into useful tools and socialization processes during education and workplace meetings was crucial in developing individual and group DLL and knowledge-based actions.

The bottom-up approach to EBP development and the adaptive contextual learning at the workplace gave new insights into organizational learning in social service workplaces.

The point of departure for this viewpoint paper is the current development in which landscape architects are working towards achieving the United Nations sustainable development goals and the associated cross-cutting pledge “Leave No One Behind”. The sustainable development goals 3 and 11 can be achieved through landscape projects that are inclusive and health promoting, and the authors argue that an evidence-based design process is needed to ensure that project designs deliver what they promise. However, most landscape architects are not trained in evidence-based design and are therefore unsure of what can be used as evidence. A further challenge is the lack of relevant and applicable research evidence for design processes.

The authors present a process model for evidence-based health design in landscape architecture as an overall framework on which the authors base their arguments. The model includes four topics of evidence: target group, human health, environment and use of nature. For each topic, the authors present their view on what may be considered as evidence and where it can be found or generated. The study view is supported by a detailed presentation of where and how evidence was found and generated in a design project for an accessible and health-promoting forest trail for people with mobility disabilities.

The authors suggest a broad definition of evidence, and that the design process should draw on evidence from relevant research and practice disciplines. Evidence can be found in multiple sources, for example, scientific articles, theoretical works and design guidelines. It can also be generated by landscape architects themselves, for example, through landscape analyses and stakeholder workshops. The evidence should guide and support the landscape architect and not dictate the design process.

The authors hope that the knowledge provided on the evidence-based health design process and on where to collect or how to generate evidence may inspire landscape architects in their future health design projects.

People with mobility disabilities face many health challenges and should potentially be able to benefit from visiting green spaces. The authors hope that the knowledge provided on the evidence-based health design process and on where to collect or how to generate evidence may inspire landscape architects in their future health design projects.

The purpose of this study is to examine the rostering practices and work experiences of medical scientists at four health services in the Australian public healthcare sector. There are over 16,000 medical scientists (AIHW, 2019) in Australia responsible for carrying out pathology testing to help save the lives of thousands of patients every day. However, there are systemic shortages of medical scientists largely due to erratic rostering practices and workload issues. The purpose of this paper is to integrate evidence-based human resource management (EBHRM), the LAMP model and HR analytics to enhance line manager decision-making on rostering to support the wellbeing of medical scientists.

Using a qualitative methodological approach, the authors conducted 21 semi-structured interviews with managers/directors and nine focus groups with 53 medical scientists, making a total 74 participants from four large public hospitals in Australia.

Across four health services, manual systems of rostering and management decisions do not meet the requirements of the enterprise agreement (EA) and impact negatively on the wellbeing of medical scientists in pathology services. The authors found no evidence of the systematic approach of the organisations and line managers to implement the LAMP model to understand the root causes of rostering challenges and negative impact on employees. Moreover, there was no evidence of sophisticated use of HR analytics or EBHRM to support line managers' decision-making regarding mitigation of rostering related challenges such as absenteeism and employee turnover.

The authors contribute to HRM theory by integrating EBHRM, the LAMP model (Boudreau and Ramstad, 2007) and HR analytics to inform line management decision-making. The authors advance understandings of how EBHRM incorporating the LAMP model and HR analytics can provide a systematic and robust process for line managers to make informed decisions underpinned by data.

This paper is a commentary that aims to address themes arising from the article by Morgan titled “Wales and Autism: The Impact of Philanthropy Matched with Ambition”.

This opinion piece considers the broader impact of stakeholder engagement in the field of autism, including how the dissemination of evidence-based support could be made more accessible for autistic people, their families and carers and philanthropists.

This paper highlights the link between stakeholder engagement and meaningful change in policy and practice in the field of autism. It highlights the need for philanthropists to invest in evidence-based support but highlights the difficulty in identifying and accessing such support. This piece supports the use of evidence and gap maps (EGMs) to increase the accessibility of autism research and evidence.

While stakeholder engagement is encouragingly rising in this field, most of the evidence is held in academic journals, which are behind paywalls and, therefore, inaccessible to many autistic people, their families, carers and associated professionals. Displaying evidence using EGMs provides an accessible way for autistic people and those who support them to identify possible avenues of support quickly and allows philanthropists to direct research funding to areas of high priority.

This qualitative study set within Northern Ireland aims to explore professional perspectives on the application of evidence-informed practice to the adult safeguarding threshold screening process.

Data was gathered from seven social workers in one health and social care trust area, who perform the designated adult protection role, through individual semi-structured interviews in one region of Northern Ireland. The interview schedule comprised of a series of questions examining the role of the designated adult protection officer and included three vignettes (Appendix). A thematic analysis was undertaken using NVIVO software.

This paper reports main findings under the themes of: the role of the designated adult protection officer, threshold decision-making, evidence-informed practice and service improvement. One of the main findings was that professionals viewed the current process as too bureaucratic, and there was a desire to engage in more preventive safeguarding in collaboration with service users. There was a need to promote awareness of evidence-informed practice as it applies to the threshold screening process. Furthermore, the study raised the question of the need to consider the application of models or methods of assessment to the threshold screening process.

This in-depth exploration of the role of designated adult protection officers in Northern Ireland provides a valuable insight into the complexity involved in managing adult safeguarding referrals and investigations. This study adds to the existing knowledge base, identifies potential service improvements and highlights the gap in evidence-based practice as it applies to the threshold screening process. Threshold screening of adult safeguarding referrals remains a subjective process and is open to interpretation and differences in professional judgement. The study highlights the need to consider the application of quality improvement methodology to the threshold screening assessment and the need to promote the exchange of safeguarding knowledge.

This study aims to critically evaluate the trajectory of the “Child First” guiding principle for youth justice in England and Wales, which challenges adult-centric constructions of children (when they offend) as “threatening” and asserts a range of theoretical and principled assumptions about the nature of childhood and children’s evolving capacity.

Focussing on how Child First seeks to transcend the socio-historically bifurcated (polarised/dichotomised) thinking and models/strategies/frameworks of youth justice, this study examines the extent and nature of this binary thinking and its historical and contemporary influence on responses to children’s offending, latterly manifested as more hybridised (yet still discernibly bifurcated) approaches.

Analyses identified an historical and contemporary influence on bifurcated responses to offending by children in the United Kingdom/England and Wales, subsequently manifested as more hybridised (yet still discernibly bifurcated) approaches. Analyses also identified a contemporary, progressive challenge to bifurcated youth justice thinking, policy and practice through the “Child First” guiding principle.

By tracing the trajectory of Child First as an explicit, progressive challenge to previous youth justice thinking and formal “approaches”, to the best of the authors’ knowledge, they are the first to question whether, in taking this approach, Child First represents a clean break with the past, or is just the latest in a series of strategic realignments in youth justice seeking to resolve inherent tensions between competing constructions of children and their behaviour.