Valuable Theoretical Lessons Learned From the Application of Metamodels to a Variety of Industrial Problems

2009 ◽  
Author(s):  
Liping Wang ◽  
Don Beeson
Keyword(s):  
Best Practices ◽  
Engineering Design ◽  
Deep Understanding ◽  
Simulation Models ◽  
Lessons Learned ◽  
Probabilistic Design ◽  
Design Studies ◽  
Engineering Problems ◽  
Rules Of Thumb ◽  
Design Systems

Metamodeling techniques are now being widely used by many industries to replace complex and expensive simulation models so that optimization and probabilistic design studies can be done in a more practical and affordable way. Due to the complexity of many engineering design systems and to the lack of a deep understanding of the metamodeling methods by engineers, many questions related to metamodeling accuracy, confidence, robustness, efficiency, etc. are now frequently asked. The need to establish comprehensive guidelines for engineers to correctly and efficiently apply metamodeling methods to their optimization and probabilistic design tasks is becoming more and more important. Based upon experiences and lessons learned at General Electric in recent years, this paper discusses important metamodeling mathematical details and addresses several common issues engineers are likely to encounter when applying metamodeling techniques to realistic engineering problems. The paper provides detailed guidelines on the best practices of metamodel creation and its application to the design process. Many results from benchmark examples and real applications are included to justify certain guidelines and rules of thumb.

scholarly journals Coalition Building for Better Religious Education Reform

2021 ◽  
Author(s):  
Haidar Lapcha ◽  
Yusra Mahdi
Keyword(s):  
Best Practices ◽  
Education Reform ◽  
Religious Education ◽  
Deep Understanding ◽  
Lessons Learned ◽  
Quality Education ◽  
Inclusive Development ◽  
Coalition Building ◽  
Education Curriculum ◽  
Implementation Phase

Developing a good pro-pluralism religious education curriculum requires much planning and a deep understanding of the context. In a country like Iraq, where the education system is in decline due to years of conflict, weak governance and management, and a displacement crisis, this becomes a challenging task. This Learning Briefing, prepared during the implementation phase of the Coalition for Religious Equality and Inclusive Development (CREID) project to introduce reform to the religious education curriculum in Iraq, highlights the key areas of best practices and lessons learned from our stakeholder engagement. The aim is to share these learnings with programme managers, donors and partners to help inform future interventions and curricula development on effective approaches and models for improved quality education.

Adapting Tactical Military Structures to the Current and Future Operational Environments

2020 ◽  
Vol 26 (1) ◽  
pp. 157-162
Author(s):  
Paul Tudorache ◽  
Lucian Ispas
Keyword(s):  
Best Practices ◽  
Lessons Learned ◽  
Organizational Adaptation ◽  
Common Denominator ◽  
Military Operations ◽  
The Future ◽  
Military Units

AbstractUsing the lessons learned from recent military operations such as Operation Inherent Resolve (OIR) from Syria and Iraq, we proposed to investigate the need for tactical military units to adapt operationally to grapple with the most common requirements specific to current operational environments, but also for those that can be foreseen in the future. In this regard, by identifying the best practices in the field that can be met at the level of some important armies, such as USA and UK, we will try to determine a common denominator of most important principles whose application may facilitate both operational and organizational adaptation necessary for tactical military units to perform missions and tasks in the most unknown future operational environments.

scholarly journals Tinkering With the Plumbing of Sustainable Enterprises: The Case for Field Experimental Research in Corporate Sustainability

2021 ◽  
pp. 108602662110286
Author(s):  
Andrew Spicer ◽  
Marcus Wagner ◽  
Maurizio Zollo
Keyword(s):  
Development Process ◽  
Policy Design ◽  
Corporate Sustainability ◽  
Lessons Learned ◽  
Knowledge Development ◽  
Special Issue ◽  
Implementation Processes ◽  
Sustainability Strategies ◽  
Engineering Problems ◽  
Randomized Control

In this introduction, we first review the lessons learned in development economics about the ability of randomized control trials to analyse what Duflo refers to as the “plumbing problems” of policy implementation, as opposed to “engineering problems” of policy design. We then examine the papers published within this special issue from a plumbing-based perspective to highlight the benefits of the co-creation of knowledge in corporate sustainability through a field-based experimental agenda. We finally propose that field-based experiments can radically influence the future development of our (and related) fields of inquiry in three ways: (1) focusing on the implementation processes of sustainability strategies, (2) shifting attention from the analysis of past events to the design of future actions, and (3) yielding our role as sole owners of the knowledge development process and agreeing to shared ownership with the organizations we study.

Sustainability Certification and Green Public Procurement: Ideals and Outcomes in a New Jersey School District

2021 ◽  
pp. 097340822110125
Author(s):  
Cluny Mendez ◽  
Christopher L. Atkinson
Keyword(s):  
New Jersey ◽  
School District ◽  
School Districts ◽  
Best Practices ◽  
Public Procurement ◽  
Lessons Learned ◽  
Future Research ◽  
Review Of The Literature ◽  
Green Public Procurement ◽  
The Subject

The implementation of sustainability and green public procurement (GPP) initiatives in school districts has been the subject of some debate; questions over definitions and programme goals have led to inconsistency and concerns about programme achievements. The legitimacy of programmes rests not only with the announcement of policy by officials, but with adherence to policy and staff buy-in. This study examines barriers districts face, and makes recommendations based upon district experience on ways to successfully implement sustainability and GPP initiatives. A review of the literature on GPP and legitimacy in the execution of public functions within the education domain begins the study. Major components relative to best practices for GPP programmes are studied through the review of GPP-related documents from a school district in New Jersey considered as an exemplar of such programmes. Analysis of an interview with the district’s representatives suggests that, despite the normative approval such programmes receive, and widespread understanding of the rationale for pursuing such initiatives, there remain critical failings in implementation of these programmes, stemming from education, resourcing of initiatives and prioritization of green procurement in relation to other district priorities. The study concludes with lessons learned from this case, which is important given its positioning within New Jersey as an exemplar and recommendations for future research where work in this area is needed.

Encouraging millennials to collaborate and learn on the job

2015 ◽  
Vol 14 (4) ◽  
pp. 118-123 ◽  
Author(s):  
Lauren Trees
Keyword(s):  
Knowledge Management ◽  
Best Practices ◽  
Social Networking ◽  
Age Groups ◽  
Lessons Learned ◽  
Retention Rates ◽  
Direct Access ◽  
Content Type ◽  
Business Outcomes ◽  
Wide Range

Purpose – The purpose of this paper is to present enterprise social networking and gamification as two potential tools to help organizations engage Millennial employees in collaboration and learning. Design/methodology/approach – The research provides general descriptions of enterprise social networking and gamification approaches, shares data on adoption of these approaches from APQC’s “2015 Knowledge Management Priorities Data Report” (based on a January 2015 survey of 524 knowledge management professionals) and includes four company examples adapted from APQC’s Connecting People to Content and Transferring and Applying Critical Knowledge best practices studies. The methodology for APQC’s best practices studies involves screening 50 or more organizations with potential best practices in a given research scope area and identifying five or six with proven best practices. APQC then conducts detailed site visits with the selected organizations and publishes case studies based on those site visits. Findings – Enterprise social networking platforms are in place at 50 per cent of organizations, with another 25 per cent planning to implement them by the end of 2015. By providing near-immediate access to information and answers, enterprise social networking helps Millennials learn the ropes at their new workplaces, gives them direct access to more knowledgeable colleagues who can assist and mentor them, and helps them improve their business outcomes by reusing knowledge and lessons learned across projects. Younger workers can also harness the power of social networking to create a sense of belonging and build their reputations in large, dispersed firms, where it is particularly difficult for them to gain visibility. A recent APQC survey indicates that 54 per cent of organizations either currently employ gamification to encourage collaboration or expect to implement it within the next three years. The rush to gamify the enterprise is, at least in part, a reflection of employers’ desire to satisfy Millennials and make them feel connected to a community of co-workers. Although games appeal to a wide range of age groups, Millennials grew up with digital interaction and tend to prefer environments that emphasize teamwork, social learning and frequent feedback – all of which can be delivered through gamification. Originality/value – The value of this paper is to introduce the value of and relationship between enterprise social networking and gamification platforms to human resource (HR) professionals looking to increase engagement and retention rates for Millennial employees.

Milestones, Lessons Learned and Best Practices in the Designing, Deployment and Installation of ICDs in Saudi Arabia

2015 ◽  
Author(s):  
Mohammed A Madan ◽  
Kousha Gohari ◽  
Roberto Vicario ◽  
Heikki A Jutila ◽  
Hesham A Mohammed
Keyword(s):  
Saudi Arabia ◽  
Best Practices ◽  
Lessons Learned

scholarly journals Challenges for Experience Feedback in Engineering Design

2009 ◽  
Author(s):  
Henrik Nerga˚rd ◽  
Tobias Larsson
Keyword(s):  
Decision Making ◽  
Knowledge Sharing ◽  
Engineering Design ◽  
Empirical Finding ◽  
Qualitative Approach ◽  
Lessons Learned ◽  
Current Feedback ◽  
Active Dissemination ◽  
Different Levels

In this paper empirical finding from a study conducted at an aerospace company is compared to theory regarding Experience Feedback (EF), Lessons Learned (LL) and Decision Making (DM). The purpose with the study was to examine how EF within the organization was conducted and what problems and possibilities that was seen. A qualitative approach was taken and interviews and a workshop was conducted. The empirical findings show that EF exist on different levels within the organization but current feedback processes are currently leaning more towards archiving and storing than knowledge sharing and learning. Also passive dissemination approaches are mostly used whereas active dissemination within the correct context is needed The aim with this paper is to discuss issues and empirical findings that should be considered when creating work methods and systems that support learning by EF and LL dissemination.

From Academic to Practitioner: Tips for Increasing Engagement With Your Research (Essay on Best Practices)

2021 ◽  
Vol 37 (2) ◽  
pp. 244-256
Author(s):  
Ava T. Carcirieri
Keyword(s):  
Domestic Violence ◽  
Best Practices ◽  
Lessons Learned ◽  
Family Court ◽  
Academic Training ◽  
Research Projects ◽  
Data Analyst ◽  
Systemic Improvement

Academics and practitioners all too often have little or no contact with each other; the practitioner does not know what research exists that can inform their practices, and the academic does not know enough about the institutions they primarily study to make recommendations that are specific enough to inform a concrete practice or policy. I leverage my experiences both as an academic and as a data analyst and domestic violence coordinator at Family Court to outline lessons learned in the field. I detail how my academic training hindered my work as a practitioner, and how practitioners differ in terms of conducting internal research and presenting data and findings. I use my lessons learned and subsequently list several concrete practices that academics can begin to work into their work to increase communication with important stakeholders, and tailor their work to practical systemic improvement. Bridging the gap between academics and practitioners will lead to better research projects, and findings that will be able to actively enact changes within systems that academics focus on.

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