This document discusses how college governors can use data and labour market intelligence to understand their college's market position and make strategic decisions. It provides examples of the types of questions governors should ask about the data and how it can be used to support accountability and decision making. Additionally, it describes tools like the RCU Vector and LMI tools that colleges can use to access, analyze, and visualize local labour market data to inform curriculum planning and marketing strategies. Finally, a case study shows how one college used the Vector tool to identify a decline in science and math enrollments and target local recruitment efforts.
Game-based learning is a task to keep the trainees and students engaged or motivated throughout the training or learning sessions in traditional classroom based training. Within the environment of game based learning, a goal is selected and it is achieved by choosing actions and experiencing the consequences of those actions along the way. In this process, the students or trainees get engaged and practice behaviours along with thought processes that can be easily transferred from simulated environment to real life.
The financial health of the UK higher education sector improved in 2014/15, with the highest surplus in 7 years at 5.6% of income, though performance varied significantly between institutions. Capital infrastructure investment also increased substantially to £4.3 billion. However, the sector faces an increasingly competitive environment and need to adapt to changes like those proposed in the recent White Paper to ensure long-term sustainability.
This document analyzes the electronic distribution channels for airline tickets. It identifies 140 online channels for Cathay Pacific Airways, including direct, OTA, and other channels. It finds that OTA airfares vary significantly by region, with Asian OTA prices generally lowest. The analysis also indicates Cathay Pacific employs dynamic pricing strategies across channels and regions to maximize revenue, offering lower prices to local OTAs.
Green Community Development Limited (GCD) is a Ghanaian-owned master plan community development organisation based in Accra. The focus is on delivering green environment that promotes the atmosphere of calm, order, tranquillity and comfort across the length and breadth of Ghana.
At Green Community Development Limited (GCD), we’re proud to say that we don’t just sell lands – we create communities.
This document outlines the process of using predictive analytics and modeling to forecast visitation for a science center. It describes defining the business question of what factors affect visitation, exploring and selecting relevant data, building and evaluating three predictive models, and deploying the final model to compile data and compare predictions to actual admissions. The final model allows the science center to strategically plan staffing, facilities, and events based on visitation forecasts.
Dokumen tersebut membahas perkembangan pertambangan di Indonesia hingga tahun 1966, mencakup periode sebelum kemerdekaan, masa pendudukan Jepang, dan awal kemerdekaan. Kegiatan pertambangan telah berlangsung ratusan tahun dan semakin berkembang sejalan dengan peningkatan kebutuhan Eropa pada abad ke-18 dan 19. Pemerintah kolonial memperkenalkan undang-undang pertambangan pada tahun 1899 untuk mengatur hak at
Este documento describe cómo a Dios le encantan las sorpresas y cómo se disfraza de diferentes formas como el viento, las nubes, el pan y el vino para sorprendernos. Argumenta que Dios nos sorprende para reavivar nuestra fe y esperanza, y que si nos dejamos sorprender por las cosas cotidianas, seguramente Dios está cerca.
Game-based learning is a task to keep the trainees and students engaged or motivated throughout the training or learning sessions in traditional classroom based training. Within the environment of game based learning, a goal is selected and it is achieved by choosing actions and experiencing the consequences of those actions along the way. In this process, the students or trainees get engaged and practice behaviours along with thought processes that can be easily transferred from simulated environment to real life.
The financial health of the UK higher education sector improved in 2014/15, with the highest surplus in 7 years at 5.6% of income, though performance varied significantly between institutions. Capital infrastructure investment also increased substantially to £4.3 billion. However, the sector faces an increasingly competitive environment and need to adapt to changes like those proposed in the recent White Paper to ensure long-term sustainability.
This document analyzes the electronic distribution channels for airline tickets. It identifies 140 online channels for Cathay Pacific Airways, including direct, OTA, and other channels. It finds that OTA airfares vary significantly by region, with Asian OTA prices generally lowest. The analysis also indicates Cathay Pacific employs dynamic pricing strategies across channels and regions to maximize revenue, offering lower prices to local OTAs.
Green Community Development Limited (GCD) is a Ghanaian-owned master plan community development organisation based in Accra. The focus is on delivering green environment that promotes the atmosphere of calm, order, tranquillity and comfort across the length and breadth of Ghana.
At Green Community Development Limited (GCD), we’re proud to say that we don’t just sell lands – we create communities.
This document outlines the process of using predictive analytics and modeling to forecast visitation for a science center. It describes defining the business question of what factors affect visitation, exploring and selecting relevant data, building and evaluating three predictive models, and deploying the final model to compile data and compare predictions to actual admissions. The final model allows the science center to strategically plan staffing, facilities, and events based on visitation forecasts.
Dokumen tersebut membahas perkembangan pertambangan di Indonesia hingga tahun 1966, mencakup periode sebelum kemerdekaan, masa pendudukan Jepang, dan awal kemerdekaan. Kegiatan pertambangan telah berlangsung ratusan tahun dan semakin berkembang sejalan dengan peningkatan kebutuhan Eropa pada abad ke-18 dan 19. Pemerintah kolonial memperkenalkan undang-undang pertambangan pada tahun 1899 untuk mengatur hak at
Este documento describe cómo a Dios le encantan las sorpresas y cómo se disfraza de diferentes formas como el viento, las nubes, el pan y el vino para sorprendernos. Argumenta que Dios nos sorprende para reavivar nuestra fe y esperanza, y que si nos dejamos sorprender por las cosas cotidianas, seguramente Dios está cerca.
The document outlines All Children's Hospital Foundation's process of developing a Prospect Management Model (PMM) to better track and manage donor prospects. They realized the need for a PMM to support a large upcoming fundraising campaign. They analyzed their existing data and systems, defined key metrics to track, and built out their database and business intelligence tools. This included developing a "Q Report" to provide a centralized view of key prospect information. The PMM helped increase accountability, projections, and collaboration across teams. Initial results included growth in major gift pledges and portfolio sizes.
My Warranty Rewards Business PresentationTasha Taylor
This document introduces the My Warranty Rewards opportunity, which allows individuals to sell extended warranty plans and build a network of other agents. It discusses the evolution of consumer electronics and the $50 billion extended warranty industry. The opportunity provides four pillars of income: immediate bonuses, residual income from customer plans and team members, a 25% check match, and lifestyle rewards. Agents can start for under $100 and receive business support. The document promotes the growth potential and tax benefits of participating.
This document lists various events taking place in and around Dubrovnik, Croatia between September 2014 and March 2015. There are concerts, festivals, exhibitions, and folklore performances scheduled throughout this period. Key events include the Dubrovnik International Wine & Jazz Festival from September 25-28, 2014 and exhibitions at museums such as the Dubrovnik Museum of Modern Art and Dubrovnik Natural Science Museum. Folklore performances by the Linđo Folklore Ensemble are also listed on multiple dates.
Understanding and improving Level 3 Value Added Performance in the Further Ed...RCU
This report includes analysis of national value added performance data presented by RCU and case study from Harlow College on how value added performance works in practice.
Delamode is a logistics and freight forwarding company with offices throughout Europe, including Romania where it was established in 1994. It provides international and domestic transport services by road, sea, and air including full load, part load, groupage, warehousing, and contract logistics. Delamode Romania operates 8 distribution centers and warehouses across the country totaling over 12,500 square meters of space. It aims to deliver flexible, customized supply chain solutions through its network and local expertise.
This document outlines 10 steps for designing effective questionnaires. The steps include keeping questionnaires short and focused, using simple language, considering question order, avoiding subjective terms, including logical response scales from 0 to 10, and putting personal questions at the end. Following these steps helps ensure questionnaires get reliable answers from respondents.
bab 1 gerak pada makhluk hidup dan bendaNia Pratiwi
Dokumen membahas tentang gerak pada makhluk hidup dan benda. Pada makhluk hidup, dijelaskan gerak tumbuhan, hewan, dan perbedaan gerak hewan di darat, udara, dan air. Sedangkan pada benda, dijelaskan tentang jenis-jenis gerak, gaya, dan hukum-hukum gerak Newton.
bab 3 Struktur dan Fungsi Jaringan Tumbuhan serta Pemanfaatannya dalam TeknologiNia Pratiwi
Dokumen tersebut membahas tentang anatomi dan struktur tumbuhan. Terdiri dari 6 anggota kelompok yang membahas tentang berbagai organ tumbuhan seperti akar, batang, daun dan proses fotosintesis.
- 2017 was a busy year for UCAS and the higher education sector, with new tools, qualifications reforms, and technological enhancements. UCAS saw double the audience reach of a popular TV show during confirmation and clearing.
- Acceptances were down 1% at the end of the cycle compared to 2016, but clearing was faster this year. Direct clearing acceptances were up 9%, with most going to older UK applicants staying close to home for business and medical programs.
- Looking ahead, UCAS is focusing on qualifications changes in 2018, forecasted declines in UK 18-year-olds but increases in non-EU and mature applicants, the rise of apprenticeships, and refreshing its strategy for 2018-on
Implementing analytics - Myles Danson, Shri Footring, David Matthews, James F...Jisc
Led by Myles Danson, senior co-design manager and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contributions from:
David Matthews, VLE development manager, Rose Bruford College of Theatre and Performance
James Foster, planning analyst, University of Kent
Connect more in London, 28 June 2016
The document discusses various factors to consider when choosing a business location and layout. It covers choosing the optimal region, state, city and specific site based on criteria like markets, materials, costs and regulations. Location options for retailers include central business districts, neighborhoods, shopping centers and malls. Manufacturers may consider foreign trade zones or business incubators. The layout should support efficient operations and productivity, considering external factors like size, building codes and internal factors like workflow.
Implementing analytics - Rob Wyn Jones, Shri Footring and Rebecca DaviesJisc
Led by Rob Wyn Jones, consultant and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contribution from Rebecca Davies, pro vice-chancellor and chief operating officer, Aberystwyth University.
Connect more in Wales, 7 July 2016
Data Mapping: Developing FE and HE market intelligencePaul Murphy
This document discusses how geographic information systems (GIS) can be used to collate, store, analyze, and visually display data on maps. It provides examples of how GIS can create heatmaps to show concentrations of data points or attribute values. GIS uses Ordnance Survey data sets to accurately map locations down to the street level. The service can analyze additional data from colleges, like learner details, course information, and performance data to provide geographical representations and insights.
2016 #3PLStudy: The State of Logistics OutsourcingCapgemini
Over the span of 20 years, the Third Party Logistics (3PL) study has documented the evolution of 3PLs, which are shifting, in many instances, from tactical service providers to collaborative partners delivering a comprehensive suite of integrated logistics services. Additionally, providers have become more proficient at the provision of 3PL services, and customers have become better buyers and users of 3PL services. The study includes four streams of research: surveys, desk research, focus interviews and intensive, one-day facilitated shipper workshops.
The study, which is based on responses from more than 260 shippers and logistics service providers in North America, Europe, Asia-Pacific, Latin America and other regions, also looks at supply chain risk management and new competition within the industry. It is produced by Capgemini Consulting, the global strategy and transformation consulting brand of the Capgemini Group, Penn State University, the executive recruiting firm Korn/Ferry International and Penske Logistics, a global logistics and supply chain management provider.
To help document changes within the supply chain, the 20th Annual Third-Party Logistics (3PL) Study examines the global supply marketplace across a range of topics, including how shippers and 3PLs are aligning relationships, the 3PL competitive landscape and workforce innovating and agility.
stem-focused-technology-mediated-advising-reformMarkeisha Grant
1) Four community colleges received grants to implement STEM-focused advising reforms using the iPASS model to improve student persistence and completion in STEM fields.
2) The colleges chose to focus on STEM programs due to workforce demands for STEM graduates and to increase representation of underrepresented groups in STEM.
3) Three colleges plan to pilot iPASS with STEM students and programs before expanding institution-wide, while one college will implement iPASS across all programs from the start. The pilots aim to test technology tools and refine advising approaches.
This document discusses marketing information systems and demand forecasting. It covers the key components of a marketing information system, which include internal records, marketing intelligence activities, and marketing research. Useful internal records are orders, sales, prices, costs, inventory levels, receivables and payables. Marketing intelligence involves obtaining everyday information about developments in the marketing environment through sources like customer feedback, competitor analysis, and public data. Demand forecasting measures current and potential future demand using methods like analyzing past sales trends, surveying customer purchase intentions, and evaluating macroenvironmental factors that could influence demand.
Funding Management and Strategies: FUNDING SUMMARY MARCH 2017The Pathway Group
Funding Summary (for March 2017) for funding management and strategies.
Information and results obtained from the Register of Apprenticeship Training Providers (RoATP) regarding funding. As well details about the involvement of The Education Funding Agency and Skills Funding Agency (now merged).
An overview of the main minimum standards and codes of practice have also been included.
Analytics & Optimisation for University sitesPhil Pearce
Looking at the growing importance of Analytics, and Pitfalls to avoid, Quick wins, CMS specific issues, Internal issues (skills shortage or lack of inhouse buy-in), responsive web design an importance of Paid search in the awareness process.
This document describes a web application called "Placements Analytics and Dashboard" that is designed to store, analyze, and visualize placement data for students who have secured jobs in software companies. The application provides interactive dashboards, reports, and visualizations like pie charts and bar graphs to analyze trends in placements over time. This includes insights into the most in-demand skills, top hiring companies, and placement trends by year. The goal is to empower students to make informed choices about their education and career paths based on data-driven insights into the job market and software industry.
The document outlines All Children's Hospital Foundation's process of developing a Prospect Management Model (PMM) to better track and manage donor prospects. They realized the need for a PMM to support a large upcoming fundraising campaign. They analyzed their existing data and systems, defined key metrics to track, and built out their database and business intelligence tools. This included developing a "Q Report" to provide a centralized view of key prospect information. The PMM helped increase accountability, projections, and collaboration across teams. Initial results included growth in major gift pledges and portfolio sizes.
My Warranty Rewards Business PresentationTasha Taylor
This document introduces the My Warranty Rewards opportunity, which allows individuals to sell extended warranty plans and build a network of other agents. It discusses the evolution of consumer electronics and the $50 billion extended warranty industry. The opportunity provides four pillars of income: immediate bonuses, residual income from customer plans and team members, a 25% check match, and lifestyle rewards. Agents can start for under $100 and receive business support. The document promotes the growth potential and tax benefits of participating.
This document lists various events taking place in and around Dubrovnik, Croatia between September 2014 and March 2015. There are concerts, festivals, exhibitions, and folklore performances scheduled throughout this period. Key events include the Dubrovnik International Wine & Jazz Festival from September 25-28, 2014 and exhibitions at museums such as the Dubrovnik Museum of Modern Art and Dubrovnik Natural Science Museum. Folklore performances by the Linđo Folklore Ensemble are also listed on multiple dates.
Understanding and improving Level 3 Value Added Performance in the Further Ed...RCU
This report includes analysis of national value added performance data presented by RCU and case study from Harlow College on how value added performance works in practice.
Delamode is a logistics and freight forwarding company with offices throughout Europe, including Romania where it was established in 1994. It provides international and domestic transport services by road, sea, and air including full load, part load, groupage, warehousing, and contract logistics. Delamode Romania operates 8 distribution centers and warehouses across the country totaling over 12,500 square meters of space. It aims to deliver flexible, customized supply chain solutions through its network and local expertise.
This document outlines 10 steps for designing effective questionnaires. The steps include keeping questionnaires short and focused, using simple language, considering question order, avoiding subjective terms, including logical response scales from 0 to 10, and putting personal questions at the end. Following these steps helps ensure questionnaires get reliable answers from respondents.
bab 1 gerak pada makhluk hidup dan bendaNia Pratiwi
Dokumen membahas tentang gerak pada makhluk hidup dan benda. Pada makhluk hidup, dijelaskan gerak tumbuhan, hewan, dan perbedaan gerak hewan di darat, udara, dan air. Sedangkan pada benda, dijelaskan tentang jenis-jenis gerak, gaya, dan hukum-hukum gerak Newton.
bab 3 Struktur dan Fungsi Jaringan Tumbuhan serta Pemanfaatannya dalam TeknologiNia Pratiwi
Dokumen tersebut membahas tentang anatomi dan struktur tumbuhan. Terdiri dari 6 anggota kelompok yang membahas tentang berbagai organ tumbuhan seperti akar, batang, daun dan proses fotosintesis.
- 2017 was a busy year for UCAS and the higher education sector, with new tools, qualifications reforms, and technological enhancements. UCAS saw double the audience reach of a popular TV show during confirmation and clearing.
- Acceptances were down 1% at the end of the cycle compared to 2016, but clearing was faster this year. Direct clearing acceptances were up 9%, with most going to older UK applicants staying close to home for business and medical programs.
- Looking ahead, UCAS is focusing on qualifications changes in 2018, forecasted declines in UK 18-year-olds but increases in non-EU and mature applicants, the rise of apprenticeships, and refreshing its strategy for 2018-on
Implementing analytics - Myles Danson, Shri Footring, David Matthews, James F...Jisc
Led by Myles Danson, senior co-design manager and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contributions from:
David Matthews, VLE development manager, Rose Bruford College of Theatre and Performance
James Foster, planning analyst, University of Kent
Connect more in London, 28 June 2016
The document discusses various factors to consider when choosing a business location and layout. It covers choosing the optimal region, state, city and specific site based on criteria like markets, materials, costs and regulations. Location options for retailers include central business districts, neighborhoods, shopping centers and malls. Manufacturers may consider foreign trade zones or business incubators. The layout should support efficient operations and productivity, considering external factors like size, building codes and internal factors like workflow.
Implementing analytics - Rob Wyn Jones, Shri Footring and Rebecca DaviesJisc
Led by Rob Wyn Jones, consultant and Shri Footring, senior co-design manager - enterprise, both Jisc.
With contribution from Rebecca Davies, pro vice-chancellor and chief operating officer, Aberystwyth University.
Connect more in Wales, 7 July 2016
Data Mapping: Developing FE and HE market intelligencePaul Murphy
This document discusses how geographic information systems (GIS) can be used to collate, store, analyze, and visually display data on maps. It provides examples of how GIS can create heatmaps to show concentrations of data points or attribute values. GIS uses Ordnance Survey data sets to accurately map locations down to the street level. The service can analyze additional data from colleges, like learner details, course information, and performance data to provide geographical representations and insights.
2016 #3PLStudy: The State of Logistics OutsourcingCapgemini
Over the span of 20 years, the Third Party Logistics (3PL) study has documented the evolution of 3PLs, which are shifting, in many instances, from tactical service providers to collaborative partners delivering a comprehensive suite of integrated logistics services. Additionally, providers have become more proficient at the provision of 3PL services, and customers have become better buyers and users of 3PL services. The study includes four streams of research: surveys, desk research, focus interviews and intensive, one-day facilitated shipper workshops.
The study, which is based on responses from more than 260 shippers and logistics service providers in North America, Europe, Asia-Pacific, Latin America and other regions, also looks at supply chain risk management and new competition within the industry. It is produced by Capgemini Consulting, the global strategy and transformation consulting brand of the Capgemini Group, Penn State University, the executive recruiting firm Korn/Ferry International and Penske Logistics, a global logistics and supply chain management provider.
To help document changes within the supply chain, the 20th Annual Third-Party Logistics (3PL) Study examines the global supply marketplace across a range of topics, including how shippers and 3PLs are aligning relationships, the 3PL competitive landscape and workforce innovating and agility.
stem-focused-technology-mediated-advising-reformMarkeisha Grant
1) Four community colleges received grants to implement STEM-focused advising reforms using the iPASS model to improve student persistence and completion in STEM fields.
2) The colleges chose to focus on STEM programs due to workforce demands for STEM graduates and to increase representation of underrepresented groups in STEM.
3) Three colleges plan to pilot iPASS with STEM students and programs before expanding institution-wide, while one college will implement iPASS across all programs from the start. The pilots aim to test technology tools and refine advising approaches.
This document discusses marketing information systems and demand forecasting. It covers the key components of a marketing information system, which include internal records, marketing intelligence activities, and marketing research. Useful internal records are orders, sales, prices, costs, inventory levels, receivables and payables. Marketing intelligence involves obtaining everyday information about developments in the marketing environment through sources like customer feedback, competitor analysis, and public data. Demand forecasting measures current and potential future demand using methods like analyzing past sales trends, surveying customer purchase intentions, and evaluating macroenvironmental factors that could influence demand.
Funding Management and Strategies: FUNDING SUMMARY MARCH 2017The Pathway Group
Funding Summary (for March 2017) for funding management and strategies.
Information and results obtained from the Register of Apprenticeship Training Providers (RoATP) regarding funding. As well details about the involvement of The Education Funding Agency and Skills Funding Agency (now merged).
An overview of the main minimum standards and codes of practice have also been included.
Analytics & Optimisation for University sitesPhil Pearce
Looking at the growing importance of Analytics, and Pitfalls to avoid, Quick wins, CMS specific issues, Internal issues (skills shortage or lack of inhouse buy-in), responsive web design an importance of Paid search in the awareness process.
This document describes a web application called "Placements Analytics and Dashboard" that is designed to store, analyze, and visualize placement data for students who have secured jobs in software companies. The application provides interactive dashboards, reports, and visualizations like pie charts and bar graphs to analyze trends in placements over time. This includes insights into the most in-demand skills, top hiring companies, and placement trends by year. The goal is to empower students to make informed choices about their education and career paths based on data-driven insights into the job market and software industry.
The annual report summarizes Ohio's Ohio Means Internships & Co-ops (OMIC) program for 2013-2014. It describes that over 2,000 students were hired as interns or co-ops through the program, with 66% being first-time experiences. Over 800 businesses participated in the program, with 55% being new partners. The report outlines student and business participation data, expenditures, wages earned, scholarships awarded, job placements, and demographics. It evaluates performance metrics and impact on regional economies and indicates strategy for future rounds of funding.
While there are more than 5,000 colleges and universities across the U.S., our nation has eight top research clusters, to which the URC benchmarks each year. These clusters—scattered across the country—are defined by the presence of multiple leading research universities making contributions and critical breakthroughs in their region.
Michigan is fortunate to be home to one of these eight clusters, the University Research Corridor (URC), inclusive of Michigan State University, the University of Michigan and Wayne State University.
As the only national cluster comprised exclusively of public institutions, the URC is dedicated to improving the quality of life for its region while advancing knowledge at a global level. Since its formation more than a decade ago, the URC and its institutions have made critical continuing contributions to Michigan’s economy, connecting our state to the world in the process. With more than 94 percent of all federally funded R&D in Michigan conducted at URC institutions, the cluster has been a focal point for exploration and discovery.
Part of the URC’s commitment to its local stakeholders is a willingness to benchmark itself against the nation’s best and to hold itself accountable for year-to-year performance.
Kansas Board of Regents_Foresight2020_2015 Progress ReportBreeze Richardson
This document provides a progress report on Foresight 2020, the Kansas Board of Regents' strategic agenda for higher education. It summarizes progress made in the past year on goals and metrics related to increasing higher education attainment among Kansans. The number of undergraduate credentials and degrees awarded continues to exceed projections needed to meet the goal of 60% postsecondary attainment by 2020. Enrollment demographics generally match state demographics and participation levels have increased for most adult age groups.
Learning about careers: LMI and social mobilityMarkMitchell183
Graham Attwell, Director, Pontydsygu and Professorial Fellow, IER, University of Warwick
Graham Attwell, technical lead for the UK ‘LMI for All’ project (funded by the Department of Education and led by the University of Warwick, IER) will explain latest labour market intelligence/information developments applied in career education, guidance and counselling settings. He will reflect on the changing world of work and examine the impact of technology on the future labour market and implications of Automation and Artificial Intelligence (AI) on employment and the jobs of the future. He will consider how can we best advise young people and adults on courses and employment.
Online Tutoring Market Size and Trends Analysisvishalsawant85
A new research report by Fact.MR reveals that the global online tutoring market is pegged at US$ 8.36 billion in 2024. Worldwide revenue from online tutoring services is projected to accelerate at a 12.7% CAGR and reach US$ 27.63 billion by the end of 2034.
The presentation discusses the current economic state and job market, and the role of St. Lawrence College in workforce development. It notes that the Canadian and Ontario economies have seen modest GDP growth in recent years, while Kingston has struggled with static population growth and unemployment rates above the provincial average, especially for youth. St. Lawrence College aims to address these issues through its programs and partnerships with local businesses. It provides training across many in-demand sectors and works with over 800 companies through initiatives like customized training, youth programs, employment services and start-up support to help develop the skilled workforce needed for economic growth.
This document proposes a labor market survey for higher education activities in Mongolia consisting of 3 parts: a graduate tracer study, employer satisfaction survey, and review of existing labor market studies. The graduate tracer study would be a panel survey of graduates from Mongolian universities over multiple years to collect data on employment, income, and other outcomes. The employer satisfaction survey would interview employers of university graduates. Technical assistance is proposed to help design and analyze the surveys and prepare reports to review higher education programs and curriculum based on the labor market data collected.
2018 Best Practices in Program Portfolio Assessment - Competition and Strateg...Gray Associates, Inc
Competition is a critical element in program evaluation.
- Before you can evaluate competition, you need to define your market.
- IPEDS has lots of good historical data on competition.
– IPEDS identifies most competitors and their size and growth.
– Median completions helps to estimate the size of potential new programs.
– Change in median completions is an indicator of saturation.
- But, IPEDS is dated and missing certain competitors:
– National on-line
– Non-Title IV
- More current data is available, including Google and Inquiries
- The degree for the program should enable graduates to compete for jobs.
Similar to Market Intelligence for College Governors (20)
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.
This presentation includes basic of PCOS their pathology and treatment and also Ayurveda correlation of PCOS and Ayurvedic line of treatment mentioned in classics.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
The simplified electron and muon model, Oscillating Spacetime: The Foundation...RitikBhardwaj56
Discover the Simplified Electron and Muon Model: A New Wave-Based Approach to Understanding Particles delves into a groundbreaking theory that presents electrons and muons as rotating soliton waves within oscillating spacetime. Geared towards students, researchers, and science buffs, this book breaks down complex ideas into simple explanations. It covers topics such as electron waves, temporal dynamics, and the implications of this model on particle physics. With clear illustrations and easy-to-follow explanations, readers will gain a new outlook on the universe's fundamental nature.
How to Build a Module in Odoo 17 Using the Scaffold MethodCeline George
Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
1. Page 1April 2016 Using data and labour market intelligence www.rcu.co.uk
Market Intelligence for Governors
Using data and labour market intelligence to
understand a college’s market position
2. Page 2April 2016 Using data and labour market intelligence www.rcu.co.uk
Governors and Market Intelligence Data
“College governors must satisfy themselves that
they have a complete picture of how the
college is operating by triangulating the
information they receive with other sources of
information”
FE Commissioner Letter to Chairs February 2014
3. Page 3April 2016 Using data and labour market intelligence www.rcu.co.uk
Governors and Market Intelligence Data
Strategic decision making needs to be supported by
good quality market intelligence data...
...and then related to your specific values and
vision.
4. Page 4April 2016 Using data and labour market intelligence www.rcu.co.uk
“Each review’s considerations and recommendations will be
based on robust evidence, taking account of analysis and
mapping data”
“Colleges need to own the process, accept the need for
change and proactively work together to explore options and
solutions”
“The importance of a strong evidence, base based on accurate
and timely data”
Reviewing post-16 education and training institutions:
guidance on area reviews (Page 15)
HM Government
Area Review and Data
5. Page 5April 2016 Using data and labour market intelligence www.rcu.co.uk
• Should we develop strategic partnerships with other
organisations?
• Is the current curriculum meeting the needs of
employers and the local community?
• Should the college be investing in more capacity to
deliver STEM courses and advanced manufacturing?
• Is our curriculum being delivered in the most cost
effective way?
• What areas provide the most opportunities for
generating commercial income?
Examples of Strategic Questions:
6. Page 6April 2016 Using data and labour market intelligence www.rcu.co.uk
Categories of Data:
Local Profile
• Claimant Count
• Current population
education level
• Industry profile
• Deprivation
• GDP/GVA per head
• Age profile
• Ethnicity Profile
• Transport
infrastructure
Skills Demand
• Job vacancies
• Skill shortage
vacancies
• Wage rates
• FT/PT vacancies
• Gender profile
• Local insight
• Occupations and
industries (SOC
and SIC)
Skills Supply
• SFA funded
courses
• Learner profile
• HEFCE funded
courses
• Full cost provision
• Competitor
analysis
• Gap analysis
Skills Need
• Skill needs
projections
• LEP priorities
• Growth sectors
• Local strategic
plans
7. Page 7April 2016 Using data and labour market intelligence www.rcu.co.uk
1. Is the data being presented understandable
and clear?
2. Is the data source reliable and timely?
3. What conclusions can be drawn from the data –
are these conclusions valid?
4. Does the data help in holding the college to
account?
5. Does the data support strategic decision
making? – is it providing ‘intelligence’ or
‘insight’.
Key Questions for Governors:
8. Page 8April 2016 Using data and labour market intelligence www.rcu.co.uk
• A lot of data is already in the public domain but
it is often hard to find and difficult to use
• Commercial web based tools can simplify the
analysis of data allowing colleges to focus on
making strategic decisions
• The RCU Vector Tool gives detailed information
on competitors, market penetration and market
share
• The RCU LMI Tool looks at the link between
skills demand and skills supply in your local
area
Data and Labour Market Intelligence Tools:
9. Page 9April 2016 Using data and labour market intelligence www.rcu.co.uk
RCU Vector Market Intelligence Tool
Vector includes detailed information on your learners and those
attending other local providers enabling you to analyse your current
penetration in key market segments, market share and the coherence
of the curriculum offer in comparison with others.
10. Page 10April 2016 Using data and labour market intelligence www.rcu.co.uk
Vector is an online market intelligence tool which has been designed specifically
for the FE Sector. Currently, around 140 colleges in England use Vector.
The tool supplies:
• Interactive online maps and charts.
• Detailed 3 year trend analysis of all post-16 learners in your recruitment area.
• Provides details on college market share in comparison to other FE and Sixth
Form Colleges, School Sixth Forms and Private Training Organisations.
• Detailed curriculum tables showing what courses are being offered and the
number of enrolments at all providers, by subject area and qualification level.
• School Leaver Projections.
What is Vector?
11. Page 11April 2016 Using data and labour market intelligence www.rcu.co.uk
• Bespoke recruitment areas designed to be representative of the local catchment
area served by the College.
• Typically above 80% of all your College learners living within the defined
recruitment area.
Local Recruitment Area Summary
12. Page 12April 2016 Using data and labour market intelligence www.rcu.co.uk
• Example shows high market
share for Level 2 Health,
Nursing and Social Care
around College campuses.
• Market share drops very quickly
between inner and outer wards.
• Compare to provider analysis
charts to find out where else
learners go to study.
Market Share Map by Local Authority Ward Area
13. Page 13April 2016 Using data and labour market intelligence www.rcu.co.uk
• Chart shows demand at your college in comparison to other providers in the local area.
• Provides an indication as to which provider routes are most attractive to students across
different subject areas, qualification levels or even based on local geography.
Analysis of Learners by Provider Type
14. Page 14April 2016 Using data and labour market intelligence www.rcu.co.uk
• Chart shows three year recruitment trend for the college and other providers (by type).
• Showing how learner trends at your college compares to other providers within the
local area.
3 Year Trends by Area, Subject and Level
15. Page 15April 2016 Using data and labour market intelligence www.rcu.co.uk
• Chart shows course level enrolments at the college and other providers (by type).
• Broken down by year, geography, subject area and qualification level.
• Used to inform planning and to identify strengths or gaps in the curriculum offer.
Curriculum Analysis Table
16. Page 16April 2016 Using data and labour market intelligence www.rcu.co.uk
• Chart shows a five year
forecast of the number of
16 year old school leavers.
• This chart can be broken
down by local authority
ward.
• Can be used alongside
college applications or
enrolment data to identify
areas where the impact of a
declining or increasing
cohort would be greatest.
Year 11 School Leaver Projections
17. Page 17April 2016 Using data and labour market intelligence www.rcu.co.uk
• Who are the largest providers of 16-18 classroom learning in the local area?
• How does the College rank against other providers in terms of learner volumes by
subject area and qualification level?
Competitor Analysis
18. Page 18April 2016 Using data and labour market intelligence www.rcu.co.uk
Case Study – Priestley Sixth Form College
Campaign to increase perceptions and enrolments in Science &
Mathematics subjects
19. Page 19April 2016 Using data and labour market intelligence www.rcu.co.uk
ILR data - Market Share and Learner Volumes • The College uses the Vector
market intelligence to monitor
it’s presence in the local
area.
• College’s market share of A
Levels (all subjects) within
the local recruitment area
was 52% in 2013/14.
• In contrast analysis showed
market share for Science and
Maths based subjects was
consistently lower and falling.
The College Overall 2011/12 2013/14
Mathematics 200 580 38% 35% -3
Biology 150 410 41% 37% -4
Chemistry 140 410 37% 34% -3
Physics 120 310 42% 40% -2
Number of learners (16-18) Market Share Change in
Market Share
A Level Subject Area
20. Page 20April 2016 Using data and labour market intelligence www.rcu.co.uk
• Volume of A Level students
enrolled in Science & Maths
subjects at the College has
declined year on year.
• Chart shows a decline of 50 A-
Level Maths students at the
College.
• Similar decline within the local
School Sixth Forms.
• In contrast numbers attending
other Sixth Form Colleges have
increased slightly in the past two
years.
250
220
200
10 10
20
160
140
150
250
230
210
0
50
100
150
200
250
300
2011/12 2012/13 2013/14
A Level Maths (11/12 to 13/14)
PriestleyCollege Other FE Colleges PrivateTraining Providers
Sixth Form Colleges School Sixth Forms Other Providers
ILR data – A Level demand and student Trends
21. Page 21April 2016 Using data and labour market intelligence www.rcu.co.uk
Science & Mathematics – 16-18 learner volumes
• The College used the Vector
maps to identify population
density of target audience.
• This information was used to
calculate which bus routes the
College should focus on to attract
learners.
• Paid for bus wrap around banners
and adverts to promote Science &
Maths delivered at the College.
• College is using this as a platform
to improve conversion rate to
enrolments.
• Internal analysis shows these
students have stronger grades on
entry.
Priestley College
10% increase in Market
Share from these 3 wards
22. Page 22April 2016 Using data and labour market intelligence www.rcu.co.uk
• The college has already seen an increase of 16-18 year old students and
market share in some key recruitment areas, equating to an additional 120
learners from just three local wards.
• All of this new activity has been achieved without increasing the College
marketing budget which is now being spent in a more efficient way. Vector
has enabled these efficiency savings to be made by identifying key areas for
expenditure.
Outcomes
“The information RCU provided us has
proved invaluable in supporting our
marketing strategy. Working closely with the
team at RCU has led to a number of
efficiency savings and we have been able to
achieve a great deal more from our ever
tightening budget”.
Matthew Grant – Principal, Priestley College.
23. Page 23April 2016 Using data and labour market intelligence www.rcu.co.uk
Local Area Summary
• Is there an adequate supply of skills in the local area?
• What is the college’s current expertise / market strength of apprenticeships?
• What apprenticeship frameworks should the college seek to develop to address
local skill needs?
• What are the biggest and fastest growing occupations in the local area?
• What occupations have the highest skills shortages?
• What are the local skills Priorities identified by the LEP?
24. Page 24April 2016 Using data and labour market intelligence www.rcu.co.uk
• Easy to use online tool developed by RCU in partnership with AoC.
• Built within the MIDES / FE Data Hub website https://mides.rcu.co.uk/
• Provides insight into how Apprenticeships map to occupations and skills
demand at a regional and sub-regional level (including LEP area, county
council and unitary authority areas).
• Highly visual and interactive format, including maps, charts and tables.
• Supports apprenticeship planning and development and mapping to local
skills needs.
• Shows provider level analysis including rankings by apprenticeship learner
volumes and quality of provision by subject area.
• Endorsed by UKCES.
• Unlimited number of users per college.
What is the LMI Tool?
25. Page 25April 2016 Using data and labour market intelligence www.rcu.co.uk
Local Area Summary
The Area Summary Dashboard displays the top occupations, industries, skills shortages, priority
sector and apprenticeships in the selected area.
26. Page 26April 2016 Using data and labour market intelligence www.rcu.co.uk
Maps of Occupation / Industry / Apprenticeships
27. Page 27April 2016 Using data and labour market intelligence www.rcu.co.uk
Occupations Summary
The LMI Tool enables also provides a more detailed information on local demand and supply for
occupations, industry and apprenticeships.
28. Page 28April 2016 Using data and labour market intelligence www.rcu.co.uk
Skills Supply vs. Skills Demand
LMI Too Dashboard
29. Page 29April 2016 Using data and labour market intelligence www.rcu.co.uk
30. Page 30April 2016 Using data and labour market intelligence www.rcu.co.uk
• Digital Creative, Science and Technology is
identified as a LEP priority;
• Within this area there are 380 apprentices
being trained on Framework 418;
• Identified as an opportunity for the College
who are currently not in this market;
• Other Colleges currently have 16% of the
apprenticeship market;
• Despite being a priority skills area the
proportion of overall apprentices in the area is
lower than the regional and national average;
• Data presents an opportunity for the College.
31. Page 31April 2016 Using data and labour market intelligence www.rcu.co.uk
• Programmers and Software Development
Professionals identified as a growth area;
• Forecast 7% growth in jobs by 2020;
• 26% of employers report Skills Shortage
Vacancies;
• Concentration of overall jobs in the area
slightly above the national average;
• Opportunity for further Skills development.
32. Page 32April 2016 Using data and labour market intelligence www.rcu.co.uk
Helps inform strategic decisions, e.g.
“Should we invest in this area?”
Analysis should also consider level of
skills required to identify whether skills
need can be met by apprentices.
Matching Skills Demand to Skills Supply
Skills Equilibrium Matrix