The document summarizes recent economic statistics and analysis from the Office for National Statistics (ONS) relevant to the West of England region. It presents data on regional gross value added (GVA) growth rates showing the West of England LEP had average annual growth of 1.3% from 1998-2017, below the UK average. Sub-regional productivity analysis is shown comparing NUTS1, NUTS2, NUTS3 and LEP geographies. New service exports data by NUTS1 region is also highlighted.
The document provides an agenda and summaries for an ONS Economic Forum event in Bristol on October 25th. It includes welcome remarks, four presentations on ONS statistics and the UK/regional economies, and a Q&A session. Specifically, it will discuss ONS's role producing statistics, understanding the UK economy at national and regional levels, recent changes to ONS economic statistics from a regional perspective, and the economy of the West of England region.
These are the slides presented at Surgeons Quarter, Edinburgh for the Economic Forum on Monday 17 June 2019 to provide delegates an understanding of economic statistics and regional analysis.
This document provides an agenda and summaries for an ONS Economic Forum event in Cardiff, Wales on November 2, 2017. The agenda includes presentations on ONS statistics and their role in serving the public good, understanding the UK economy, recent changes to ONS economic statistics from a regional perspective, and an analysis of the Welsh economy in the UK context. Summaries are also provided of presentations on ONS's role and status, transforming economic statistics through new data sources and skills, measuring GDP through various approaches, and understanding issues like productivity and the importance of the services sector to the UK economy.
This document provides an agenda and summaries for the ONS Economic Forum on September 21, 2016. The agenda includes welcome and introduction, presentations on the UK and Northern Ireland economic situations, and discussions on productivity and the labour market. Summaries are given for recent revisions to UK national accounts data in the Blue Book and Pink Book, short-term economic indicators for the UK, and upcoming ONS publications. Plans for the Blue Book 2017 are also outlined, including new developments. Statistics on the Northern Ireland economy, including GVA, incomes, wellbeing, industry structure and qualifications are then presented.
The document discusses a presentation given by Ed Palmer from the Office for National Statistics (ONS) on UK statistics and the ONS's role and activities. Some key points:
- The ONS is an independent government body that produces official statistics to inform public policy and debate in an objective and trusted way.
- It is responsible for key economic statistics like GDP, inflation, employment as well as data on populations, health, and other social and environmental topics.
- The ONS is transforming how it produces statistics to take advantage of new data sources like administrative records and improve timeliness, detail, and accuracy of estimates.
- Examples provided include using VAT data to improve regional GDP estimates and exploring use
The ONS Economic Forum is a quarterly event aimed at City analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of relevant ONS economic statistics, including GDP, the labour market, prices and the public finances.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
Each event consists of an overview of UK economic statistics along with a session focused on a topic of particular interest. Today's special topic is 'shaping the future of consumer price statistics'.
The document provides an agenda and summaries for an ONS Economic Forum event in Bristol on October 25th. It includes welcome remarks, four presentations on ONS statistics and the UK/regional economies, and a Q&A session. Specifically, it will discuss ONS's role producing statistics, understanding the UK economy at national and regional levels, recent changes to ONS economic statistics from a regional perspective, and the economy of the West of England region.
These are the slides presented at Surgeons Quarter, Edinburgh for the Economic Forum on Monday 17 June 2019 to provide delegates an understanding of economic statistics and regional analysis.
This document provides an agenda and summaries for an ONS Economic Forum event in Cardiff, Wales on November 2, 2017. The agenda includes presentations on ONS statistics and their role in serving the public good, understanding the UK economy, recent changes to ONS economic statistics from a regional perspective, and an analysis of the Welsh economy in the UK context. Summaries are also provided of presentations on ONS's role and status, transforming economic statistics through new data sources and skills, measuring GDP through various approaches, and understanding issues like productivity and the importance of the services sector to the UK economy.
This document provides an agenda and summaries for the ONS Economic Forum on September 21, 2016. The agenda includes welcome and introduction, presentations on the UK and Northern Ireland economic situations, and discussions on productivity and the labour market. Summaries are given for recent revisions to UK national accounts data in the Blue Book and Pink Book, short-term economic indicators for the UK, and upcoming ONS publications. Plans for the Blue Book 2017 are also outlined, including new developments. Statistics on the Northern Ireland economy, including GVA, incomes, wellbeing, industry structure and qualifications are then presented.
The document discusses a presentation given by Ed Palmer from the Office for National Statistics (ONS) on UK statistics and the ONS's role and activities. Some key points:
- The ONS is an independent government body that produces official statistics to inform public policy and debate in an objective and trusted way.
- It is responsible for key economic statistics like GDP, inflation, employment as well as data on populations, health, and other social and environmental topics.
- The ONS is transforming how it produces statistics to take advantage of new data sources like administrative records and improve timeliness, detail, and accuracy of estimates.
- Examples provided include using VAT data to improve regional GDP estimates and exploring use
The ONS Economic Forum is a quarterly event aimed at City analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of relevant ONS economic statistics, including GDP, the labour market, prices and the public finances.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
Each event consists of an overview of UK economic statistics along with a session focused on a topic of particular interest. Today's special topic is 'shaping the future of consumer price statistics'.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
Each event consists of an overview of UK economic statistics along with a session focused on a topic of particular interest.
The document provides an overview of the UK Statistics Authority and the Office for National Statistics (ONS). It discusses:
1) The ONS transforms economic statistics to keep up with changing data sources and user needs, using new data like VAT returns and payroll data to improve measures like GDP and wages.
2) The ONS is working to provide more granular economic data at regional and local levels using sources like VAT and improving estimates for areas like balanced regional GVA.
3) Regional economic performance and productivity varies in the UK. The ONS is working to better understand differences in growth, productivity, incomes and fiscal balances between UK regions and countries.
The UK productivity dilemma is a cause of great concern to policy makers and economists in the UK. In this analysis of productivity, we analyse thirty sectors over the past 50 years to provide to explain how a cyclical and sectoral adjustment of output can explain much of the so called productivity dilemma.
The document outlines an event programme for an earnings statistics user event, including sessions on recent policy-focused earnings analysis, working together to help develop analyses, and a question and answer period. Several presentations are scheduled on topics like geospatial variation in earnings, low pay in Greater Manchester, measuring low pay and minimum wage underpayment, analysis of job stayers and changers, and exploring commuting distance and the gender pay gap. The event brings together analysts from various government departments and organizations to discuss earnings research.
The document reports on recent economic indicators from Spain, the Eurozone, Italy, Germany, and China. In Spain, the economic sentiment index fell significantly in August due to worsening data in key sectors. International tourism to Spain plunged in July, with visitor numbers down 75% year-over-year. Inflation in Spain eased slightly in August. In Italy, GDP contracted by a record 12.8% in Q2 2020 due to declines in all components of demand. Germany is forecast to experience a smaller economic contraction in 2020 than previously expected, while Chinese economic activity continued recovering in August as shown by increases in manufacturing and non-manufacturing PMIs.
These are the slides presented at The Greater London Authority , London for the Economic Forum on Thursday 24 October 2019 to provide delegates an understanding of regional statistics.
1) The document discusses Ukraine's economic growth over the past 30 years compared to other countries, finding that Ukraine's GDP per capita is now 30% lower than in 1989 and its cumulative economic growth over that period has been negative.
2) It argues that economic growth is necessary to solve Ukraine's problems and increase living standards, and that the three pillars supporting fast and sustainable growth are external security, rule of law, and optimal government size.
3) Across countries, larger government size is associated with lower economic growth, with about a 0.1% decline in average annual GDP growth for every 1 percentage point increase in the share of government spending in GDP.
Šoreiz, sadaļā "Highlights":
* Inflation returns
* Moderate growth in retail
* Challenging environment for exporters
"In Focus":
* ICT is almost a perfectly performing sector, autors: Igors Kasjanovs
Finnish technology industry, September 2017TechFinland
The document discusses the Finnish technology industry, which comprises five sub-sectors: electronics and electrotechnical, metals, mechanical engineering, information technology, and consulting engineering. It provides statistics on turnover, exports, personnel, and order values for each sub-sector. The technology industry is Finland's largest export sector and drives much of the country's economic activity and research investment. The outlook for the industry in autumn 2017 is positive, with order values and turnover expected to be higher than the previous year.
Finnish technology industry, April 2017TechFinland
The document discusses the technology industry in Finland, including:
- The industry is comprised of five sub-sectors: electronics/electrotechnical, metals, mechanical engineering, information technology, and consulting engineering.
- It is the largest export sector in Finland, accounting for 50% of exports and 70% of private R&D investment.
- Charts show trends in turnover, new orders, exports, personnel, and other metrics for both the overall technology industry and its sub-sectors from 2008-2016. The industry continues to be an important part of the Finnish economy.
Report on the economic situation of the City of Barcelona - April 2016Barcelona Activa
Report on the economic situation of the City of Barcelona for the Commission of Economy and Finance.
Check all business-related publications at http://ow.ly/MI67300wq5t
1. The Spanish economy is slowing down, with the composite leading indicator decreasing by 0.22 points to 98.58 and below 100 points for 12 months. Spain recorded the third largest economic slowdown among OECD countries in August.
2. Tourism to Spain increased by 1.5% in arrivals but average spending grew only modestly by 1.7%, below last year's growth. Forecasts for Spanish GDP growth in 2019 were reduced to a range of 1.9-2.2%.
3. Industrial production in Spain grew 1.7% in August but this was below the 2015-2017 average, confirming weaker industry dynamics since 2018 due to slowing European and German industry and lower exports.
The document summarizes UK labour market data from December 2013:
- Growth in permanent staff placements and temporary staff billings accelerated sharply in December, reaching their fastest rates in over 15 years, indicating strong rises in permanent and temporary appointments.
- Demand for staff continued to increase strongly, with the rate of vacancy growth holding near a 15-year high. Private sector demand remained stronger than in the public sector.
- Available staff declined at the steepest pace since 2004, while salaries rose at their highest rate since 2007, amid increasing skill shortages.
Finnish technology industry, January 2017TechFinland
The document provides an overview of the Finnish technology industry. It notes that the industry is comprised of five sub-sectors: electronics and electrotechnical, metals, mechanical engineering, information technology, and consulting engineering. It provides key statistics on turnover, exports, R&D investment, and employment for each sub-sector and the industry overall. The technology industry is Finland's largest export sector and accounts for over 50% of total Finnish exports and 280,000 direct jobs. New order values and order books are also presented for each sub-sector and the industry overall.
Swedbank was founded in 1820, as Sweden’s first savings bank was established. Today, our heritage is visible in that we truly are a bank for each and every one and in that we still strive to contribute to a sustainable development of society and our environment. We are strongly committed to society as a whole and keen to help bring about a sustainable form of societal development. Our Swedish operations hold an ISO 14001 environmental certification, and environmental work is an integral part of our business activities.
The document discusses a forum held by the Office for National Statistics (ONS) on economic statistics. It includes the agenda for the forum which covers various talks on understanding the UK economy, recent changes to economic statistics from regional perspectives, and how the media reports on statistics. One talk discusses how ONS is transforming economic statistics through using new data sources like VAT and payroll data and improving measures like GDP, inflation, employment and productivity. Another talk provides an overview of recent UK economic data from ONS on topics such as GDP growth, inflation, employment and productivity. A third talk focuses on changes ONS has made to economic statistics from a regional perspective in the UK and Northern Ireland.
The document summarizes recent changes to ONS economic statistics from a regional perspective in the UK. Richard Prothero discusses the ONS devolution program which has improved regional and local statistics in several areas. This includes introducing balanced regional GVA estimates, regional household expenditure data, short term regional indicators, and exploring uses of administrative data. Prothero also analyzes real GVA growth, manufacturing sectors, and labor productivity at the regional level in Northern Ireland and the UK since 1999.
This document provides an agenda and summaries for the ONS Economic Forum on September 21, 2016. The agenda includes welcome and introductions, an overview of the current UK economic situation, economic statistics for Northern Ireland, and discussions on productivity and the labour market. Summaries are given on recent revisions to UK national accounts data, short-term economic indicators for the UK like employment, inflation and construction indexes, and forthcoming ONS publications. Plans for the next Blue Book publication in 2017 are also outlined.
The document provides an agenda and summaries for an ONS Economic Forum on October 19, 2017. Key presentations will discuss a new GDP publishing model that creates monthly GDP estimates, the impact of changes to the national accounts, understanding the current UK economy, and latest labour market statistics. Labour market figures show employment and the employment rate increased in the latest period while unemployment fell.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
The ONS Economic Forum is an event aimed at analysts, business economists, media, and academic users, to provide an opportunity to discuss issues relating to the measurement of the economy and the range of ONS economic statistics.
Each event consists of an overview of UK economic statistics along with a session focused on a topic of particular interest.
The document provides an overview of the UK Statistics Authority and the Office for National Statistics (ONS). It discusses:
1) The ONS transforms economic statistics to keep up with changing data sources and user needs, using new data like VAT returns and payroll data to improve measures like GDP and wages.
2) The ONS is working to provide more granular economic data at regional and local levels using sources like VAT and improving estimates for areas like balanced regional GVA.
3) Regional economic performance and productivity varies in the UK. The ONS is working to better understand differences in growth, productivity, incomes and fiscal balances between UK regions and countries.
The UK productivity dilemma is a cause of great concern to policy makers and economists in the UK. In this analysis of productivity, we analyse thirty sectors over the past 50 years to provide to explain how a cyclical and sectoral adjustment of output can explain much of the so called productivity dilemma.
The document outlines an event programme for an earnings statistics user event, including sessions on recent policy-focused earnings analysis, working together to help develop analyses, and a question and answer period. Several presentations are scheduled on topics like geospatial variation in earnings, low pay in Greater Manchester, measuring low pay and minimum wage underpayment, analysis of job stayers and changers, and exploring commuting distance and the gender pay gap. The event brings together analysts from various government departments and organizations to discuss earnings research.
The document reports on recent economic indicators from Spain, the Eurozone, Italy, Germany, and China. In Spain, the economic sentiment index fell significantly in August due to worsening data in key sectors. International tourism to Spain plunged in July, with visitor numbers down 75% year-over-year. Inflation in Spain eased slightly in August. In Italy, GDP contracted by a record 12.8% in Q2 2020 due to declines in all components of demand. Germany is forecast to experience a smaller economic contraction in 2020 than previously expected, while Chinese economic activity continued recovering in August as shown by increases in manufacturing and non-manufacturing PMIs.
These are the slides presented at The Greater London Authority , London for the Economic Forum on Thursday 24 October 2019 to provide delegates an understanding of regional statistics.
1) The document discusses Ukraine's economic growth over the past 30 years compared to other countries, finding that Ukraine's GDP per capita is now 30% lower than in 1989 and its cumulative economic growth over that period has been negative.
2) It argues that economic growth is necessary to solve Ukraine's problems and increase living standards, and that the three pillars supporting fast and sustainable growth are external security, rule of law, and optimal government size.
3) Across countries, larger government size is associated with lower economic growth, with about a 0.1% decline in average annual GDP growth for every 1 percentage point increase in the share of government spending in GDP.
Šoreiz, sadaļā "Highlights":
* Inflation returns
* Moderate growth in retail
* Challenging environment for exporters
"In Focus":
* ICT is almost a perfectly performing sector, autors: Igors Kasjanovs
Finnish technology industry, September 2017TechFinland
The document discusses the Finnish technology industry, which comprises five sub-sectors: electronics and electrotechnical, metals, mechanical engineering, information technology, and consulting engineering. It provides statistics on turnover, exports, personnel, and order values for each sub-sector. The technology industry is Finland's largest export sector and drives much of the country's economic activity and research investment. The outlook for the industry in autumn 2017 is positive, with order values and turnover expected to be higher than the previous year.
Finnish technology industry, April 2017TechFinland
The document discusses the technology industry in Finland, including:
- The industry is comprised of five sub-sectors: electronics/electrotechnical, metals, mechanical engineering, information technology, and consulting engineering.
- It is the largest export sector in Finland, accounting for 50% of exports and 70% of private R&D investment.
- Charts show trends in turnover, new orders, exports, personnel, and other metrics for both the overall technology industry and its sub-sectors from 2008-2016. The industry continues to be an important part of the Finnish economy.
Report on the economic situation of the City of Barcelona - April 2016Barcelona Activa
Report on the economic situation of the City of Barcelona for the Commission of Economy and Finance.
Check all business-related publications at http://ow.ly/MI67300wq5t
1. The Spanish economy is slowing down, with the composite leading indicator decreasing by 0.22 points to 98.58 and below 100 points for 12 months. Spain recorded the third largest economic slowdown among OECD countries in August.
2. Tourism to Spain increased by 1.5% in arrivals but average spending grew only modestly by 1.7%, below last year's growth. Forecasts for Spanish GDP growth in 2019 were reduced to a range of 1.9-2.2%.
3. Industrial production in Spain grew 1.7% in August but this was below the 2015-2017 average, confirming weaker industry dynamics since 2018 due to slowing European and German industry and lower exports.
The document summarizes UK labour market data from December 2013:
- Growth in permanent staff placements and temporary staff billings accelerated sharply in December, reaching their fastest rates in over 15 years, indicating strong rises in permanent and temporary appointments.
- Demand for staff continued to increase strongly, with the rate of vacancy growth holding near a 15-year high. Private sector demand remained stronger than in the public sector.
- Available staff declined at the steepest pace since 2004, while salaries rose at their highest rate since 2007, amid increasing skill shortages.
Finnish technology industry, January 2017TechFinland
The document provides an overview of the Finnish technology industry. It notes that the industry is comprised of five sub-sectors: electronics and electrotechnical, metals, mechanical engineering, information technology, and consulting engineering. It provides key statistics on turnover, exports, R&D investment, and employment for each sub-sector and the industry overall. The technology industry is Finland's largest export sector and accounts for over 50% of total Finnish exports and 280,000 direct jobs. New order values and order books are also presented for each sub-sector and the industry overall.
Swedbank was founded in 1820, as Sweden’s first savings bank was established. Today, our heritage is visible in that we truly are a bank for each and every one and in that we still strive to contribute to a sustainable development of society and our environment. We are strongly committed to society as a whole and keen to help bring about a sustainable form of societal development. Our Swedish operations hold an ISO 14001 environmental certification, and environmental work is an integral part of our business activities.
The document discusses a forum held by the Office for National Statistics (ONS) on economic statistics. It includes the agenda for the forum which covers various talks on understanding the UK economy, recent changes to economic statistics from regional perspectives, and how the media reports on statistics. One talk discusses how ONS is transforming economic statistics through using new data sources like VAT and payroll data and improving measures like GDP, inflation, employment and productivity. Another talk provides an overview of recent UK economic data from ONS on topics such as GDP growth, inflation, employment and productivity. A third talk focuses on changes ONS has made to economic statistics from a regional perspective in the UK and Northern Ireland.
The document summarizes recent changes to ONS economic statistics from a regional perspective in the UK. Richard Prothero discusses the ONS devolution program which has improved regional and local statistics in several areas. This includes introducing balanced regional GVA estimates, regional household expenditure data, short term regional indicators, and exploring uses of administrative data. Prothero also analyzes real GVA growth, manufacturing sectors, and labor productivity at the regional level in Northern Ireland and the UK since 1999.
This document provides an agenda and summaries for the ONS Economic Forum on September 21, 2016. The agenda includes welcome and introductions, an overview of the current UK economic situation, economic statistics for Northern Ireland, and discussions on productivity and the labour market. Summaries are given on recent revisions to UK national accounts data, short-term economic indicators for the UK like employment, inflation and construction indexes, and forthcoming ONS publications. Plans for the next Blue Book publication in 2017 are also outlined.
The document provides an agenda and summaries for an ONS Economic Forum on October 19, 2017. Key presentations will discuss a new GDP publishing model that creates monthly GDP estimates, the impact of changes to the national accounts, understanding the current UK economy, and latest labour market statistics. Labour market figures show employment and the employment rate increased in the latest period while unemployment fell.
UK Trade Statistics Event covering a range of developments, analysis and use of Trade statistics, particularly following the EU referendum and as the UK enters into new trade negotiations following Brexit.
This document summarizes the agenda and presentations for the ONS Economic Forum. The agenda included welcome and introduction by Sumit Dey-Chowdhury, a presentation on the state of the UK economy by Mike Keoghan, a presentation on the role of labour costs and profits in UK inflation by Stefan Ubovic, and presentations on experimental estimates of green jobs and provisional estimates of greenhouse gas emissions. The forum included discussions on recent inflation trends in the UK, the contributions of labour costs and profits to domestic inflation, estimates of employment in green industries, occupations and firms, and latest estimates of UK greenhouse gas emissions in 2022.
This document provides an agenda for an economic forum on trade statistics. The forum will include presentations and discussions on tackling global measurement challenges in trade statistics, understanding complex multi-national businesses, 21st century trade statistics, new frontiers in trade analysis, and the role of data in policy debates around trade. There will be refreshment breaks between sessions and a round-up and closing remarks at the end.
The forum offered a Sustainable Goals (SDGs) theme, this ONS Economic Forum explored Inclusive Growth, Inequality and the Value of Urban Greenspace in the context of the SDGs.
The document outlines plans to transform UK economic statistics by making greater use of administrative data sources like VAT records. It discusses several ongoing and upcoming changes, including:
1) Improving GDP estimates by incorporating new output and input data and adopting "double deflation" to better account for price changes.
2) Enhancing UK trade statistics by providing more detailed data on goods and services trade by country, commodity, industry and region on a monthly basis.
3) Transforming the UK financial accounts to improve coverage, granularity and counterparty information drawing on regulatory and commercial data sources.
4) Exploring future uses of VAT data to replace business surveys and provide more granular economic indicators, initially focusing
SlideShare ONS Economic Forum Slidepack - 17 July 2023.pptxMattBaker737276
This document summarizes findings from the Office for National Statistics' Opinions and Lifestyle Survey regarding the impact of increased cost of living on adults in Great Britain from February to May 2023. Key findings include:
- 9 in 10 adults reported that the cost of living is an important issue facing UK society.
- Over this period, more adults reported making cuts to essential spending like food and utilities or falling behind on bills and payments compared to previous periods.
- Those already in vulnerable financial circumstances before the increased costs, including disabled people, families with children, and low-income households, continued to report the greatest impacts.
The document summarizes key points from a presentation at the Office for National Statistics Economic Forum. It discusses the current state of the UK economy based on recent GDP, trade, labor market, inflation, and consumption data. Some key points:
- GDP was flat in Q4 2022 but fell 0.5% in December, driven by declines in several service industries.
- The UK's trade deficit widened to nearly 10% of GDP in 2022 due to higher energy import prices following supply shocks.
- Global supply chain pressures are easing but reported and expected wage growth are still increasing. Job vacancies have begun to fall.
- Inflation is driving pay settlements higher. Individuals
These are the slides presented at Cardiff Business School, Cardiff University for the Economic Forum on Thursday 13 June 2019 to provide delegates an understanding of economic statistics and regional analysis.
These are the slides presented at the Economic Forum on 18 July 2022.
Showcasing the latest economic and social developments with a wide range of analytic topics. Each month we will feature "State of the Economy", providing a stocktake of the latest trends and developments.
Presentations this month include:
Subnational regional productivity in the UK
Homeworking in the UK - regional patterns: 2019 to 2022
Family spending in the UK
Transforming consumer prices statistics with new data and methods: rail fares and second-hand cars
This document provides an analysis of economic performance across Britain from 2010 to 2015 and forecasts for 2015 to 2020. It identifies top performing local economies or "hotspots" in terms of employment, productivity, wages, and personal incomes.
Some key findings are:
- Employment grew strongly across the UK from 2010 to 2015, led by professional services. Productivity growth was disappointing, limiting wage growth.
- Local economies outside London with the fastest employment growth from 2010 to 2015 included Bolsover in the East Midlands. Regions around London are forecast to see the strongest employment growth from 2015 to 2020.
- The local economies with the strongest projected productivity gains from 2015 to 2020 outside London are Mansfield in the East Mid
The document discusses the Lisbon objectives to make the EU the most competitive knowledge-based economy by 2010 and issues around falling behind in research and development. It outlines that while services make up a large part of the EU economy, productivity growth in key services has been lower than in the US. Additionally, while services innovation is growing, it differs from traditional models of innovation and is still not well understood. Better measures and policies are needed to support innovation in the changing service economy.
The document provides an agenda and materials for the Cardiff Economic Forum on December 7th, 2022. The agenda includes presentations on the state of the UK economy, ONS plans for subnational statistics, health and labor force impacts of the pandemic in Wales, and insights from the compound semiconductor sector. Presenters are from the ONS, Welsh Government, and Cardiff University. Key topics in the presentations include inflation outlook and monetary policy responses, productivity challenges, model-based early estimates of regional GDP, and more granular subnational data on areas like towns and local authority districts.
The document summarizes insights from the Business Impact of Coronavirus Survey conducted by the Office for National Statistics between March and June 2020. Key findings include:
- Businesses reported substantially lower turnover during lockdown restrictions in April and May, with more reporting slightly lower turnover in June.
- Accommodation and food services saw the highest rates of substantially lower turnover, while some education and health sectors saw higher turnover.
- Footfall gradually recovered to 2019 levels as non-essential shops reopened in mid-June.
- Universal credit claims decreased to pre-lockdown levels in late June as restrictions eased.
- The ONS Economic Forum discussed the state of the UK economy and labour market.
- Speakers presented on declining Labour Force Survey response rates, subdued UK GDP growth, strong earnings growth, and measures like real GDI and real income that provide a better view of economic welfare than GDP alone.
- Insights from the Annual Survey of Hours and Earnings showed ongoing strong earnings inflation across sources, a rightward shift in the earnings distribution, and a record low in low-paying jobs in 2023.
This half day virtual event was opened by ONS senior leaders, offering their perspective on ONS ambitions for business statistics.
Attendees will hear updates from the producers of key UK business surveys, data, statistics and projects, including:
Annual Business Survey (ABS)
Annual Purchases Survey (APS)
Business Enterprise Research and Development (BERD) survey
Government Research and Development (GovERD) survey
Business Insights and Conditions Survey (BICS)
Regional Gross Domestic Product
Inter-Departmental Business Register (IDBR) and transformation to the Statistics Business Register (SBR)
Longitudinal Business Database (LBD) and other linked business microdata
Secure Research Service (SRS) and transformation to the Integrated Data Service (IDS)
Similar to Economic Forum, 1 March 2019 University of the West of England, Bristol (20)
The document summarizes the agenda and presentations from the ONS Economic Forum. It includes summaries on the state of the UK economy by the ONS Chief Economist highlighting a slight rise in GDP in January but broadly flat on the quarter. It also includes summaries on owner-occupier housing costs in household cost indices and progress on transforming R&D statistics at ONS. The forum provided insights into the UK economic outlook, drivers of inflation, and improvements in key economic indicators and statistics.
The document summarizes an economic forum held by the Office for National Statistics (ONS). It includes presentations on:
- The state of the UK economy, which entered a mild recession in late 2023 while living standards declined. Core inflation remains elevated despite some easing of pressures.
- Labour market data from the Labour Force Survey, which was recently reweighted. This increased population and employment estimates. Rates were also impacted but trends remain clear.
- Questions and answers followed the presentations.
The document summarizes findings related to average hours worked in the UK economy from 1998 to 2022. Key points:
- Average weekly hours worked have decreased for all workers and men, but increased for women over this period.
- The decline in average hours worked partially explains decreases in employment since the pandemic.
- Compositional changes, including a growing share of female and older workers who tend to work fewer hours, explain part of the decline in average hours worked overall.
The document summarizes an event discussing developments beyond GDP metrics for measuring societal progress. It includes the agenda for the event, which has presentations on the UN's 2022 Beyond GDP report, the work of the UN Network of Economic Statisticians, and the European Horizon Project. The event aims to discuss international frameworks and initiatives for developing metrics beyond GDP to provide a more holistic assessment of societal progress.
The document summarizes an economic forum hosted by the Office for National Statistics (ONS). It includes an agenda with presentations on various topics including public service productivity, transforming price statistics, the state of the UK economy, trends in business dynamism and productivity, and the System of National Accounts 2025. The forum provided an opportunity for the ONS to share updates on key economic statistics and receive feedback.
The document summarizes a presentation on measuring societal progress beyond GDP in the UK. It discusses how the Office for National Statistics is developing broader measures of economic welfare, well-being, and sustainability. These include measures of inclusive income and wealth that account for household production, human capital, the environment, and other factors not captured by GDP. The ONS is also reviewing and improving its measures of national well-being across domains like health, education, environment and developing a new well-being dashboard. The goal is to better inform policymaking by measuring what makes life worthwhile beyond economic outputs.
The document summarizes an event discussing recent UK economic data releases from the Office for National Statistics. It includes an agenda for presentations on the latest GDP data and revisions, trade and balance of payments data, and the ONS approach to measuring GDP. The presentations provide details on revisions to GDP estimates from 1997 to 2021, improvements in measuring globalization and other factors, and explain that revisions are common due to updated data sources and balancing different estimates.
This presentation covers the key question: Why dashboards? Local authorities and other public bodies have largely ended publishing reports and now produce dashboards. What are the factors that have contributed to this change?
This is the first presentation from our Workshop on 21 September 2023 on Dashboards, APIs and PowerBI.
This document summarizes an economic forum hosted by the Office for National Statistics (ONS). The agenda includes welcome remarks, presentations on the state of the UK economy, consumer price inflation persistence, and changes in labor costs and prices. There will also be a question and answer session. Presenters will discuss revisions to GDP estimates, inflation trends, labor market tightness, and how businesses are passing on higher input costs to consumers. The forum aims to provide insights into key economic indicators and price pressures in the UK.
The document provides guidance on connecting to the StatXplore API using Power BI to retrieve updated data. It discusses querying the API, processing the response, and transforming the data. Key steps include preparing the query body, creating queries in Power BI, accessing labels and values from the response, and linking the labels and values tables to create a single flat table for analysis.
ONS Local has been established by the Office for National Statistics (ONS) to support evidence-based decision-making at the local level. We aim to host insightful events that connect our users with exciting developments happening in subnational statistics and analysis at the ONS and across other organisations.
In April 2022, as the impact of increases in the Cost of Living really came to the forefront, Public Health & Communities, Suffolk County Council published a Cost of Living profile as part of the Joint Strategic Needs Assessment.
Alongside a written Cost of Living report ‘Making ends meet: The cost of living in Suffolk’, an interactive dashboard was also created using Power BI. In addition to internal data flows, publicly available data from sources such as the ONS have been used to provide a rich picture of the current situation for the local community.
The dashboard was developed in order to:
• Provide up to date data and information on the Cost of Living for Suffolk County Council, partner organisations, and members of the public.
• Deliver an interactive tool to allow users to focus on areas most relevant to them.
• Demonstrate that, while increases in the cost of living affect everyone, impact will be greatest for those who are already under financial pressure, exacerbating inequalities.
• Provide a source of actionable insight to support the system with the evidence base needed to support project development, drive change and really make a difference in the community.
Features of the dashboard:
• Place-focused - published at smaller geographies where possible
• Collaborative - Includes local data from across the system such as data shared by Citizens Advice and other system partners.
• Automated - Most data sources have automated connections, meaning there is little manual intervention required.
• Self-Service - Making the report publicly available puts data at the fingertips of colleagues, system partners and members of the public.
• Live - The dashboard is a living report which is frequently updated.
This session will:
• Provide a demonstration of Suffolk County Council’s Cost of Living dashboard
• Give an overview of data sources
• Explore opportunities for automation using Power BI
• Discuss how the data dashboard is used locally
This event is open to all; however, we anticipate it will be of most interest to anyone working on cost of living dashboards at the local level.
If you have any questions, please contact ons.local@ons.gov.uk.
ONS Local has been established by the Office for National Statistics (ONS) to promote evidence-based decision-making at the local level. We aim to host insightful workshops which will provide practical, technical support to help users make the most of ONS data. The Cross-Government Data Science Community brings together data scientists and analysts to build data science capability across the UK governments and public sector.
We are delighted to welcome you to our inaugural Workshop in our new series, entitled: 'How to use APIs'. The session will cover what Application Programming Interfaces (APIs) are, the advantages in using them and a practical demonstration of how they can be used. The journey of two Local Authority analysts as they begin using APIs in place of manual processes will be showcased to the audience. The session will conclude by explaining the plan for the forthcoming series of Workshops that will begin in September and introducing the Slack channel that ONS Local and Cross-Government DS community will be using to support users' technical questions going forward.
This event is open to all; however, we anticipate it will be of most interest to anyone working at a local level on creating data dashboards for internal or external use.
If you have any questions, please contact ons.local@ons.gov.uk.
ONS Local has been established by the Office for National Statistics (ONS) to promote evidence-based decision-making at the local level. We aim to host insightful workshops which will provide practical, technical support to help users make the most of ONS data. The Cross-Government Data Science Community brings together data scientists and analysts to build data science capability across the UK governments and public sector.
We are delighted to welcome you to our inaugural Workshop in our new series, entitled: 'How to use APIs'. The session will cover what Application Programming Interfaces (APIs) are, the advantages in using them and a practical demonstration of how they can be used. The journey of two Local Authority analysts as they begin using APIs in place of manual processes will be showcased to the audience. The session will conclude by explaining the plan for the forthcoming series of Workshops that will begin in September and introducing the Slack channel that ONS Local and Cross-Government DS community will be using to support users' technical questions going forward.
This event is open to all; however, we anticipate it will be of most interest to anyone working at a local level on creating data dashboards for internal or external use.
If you have any questions, please contact ons.local@ons.gov.uk.
ONS Local has been established by the Office for National Statistics (ONS) to promote evidence-based decision-making at the local level. We aim to host insightful workshops which will provide practical, technical support to help users make the most of ONS data. The Cross-Government Data Science Community brings together data scientists and analysts to build data science capability across the UK governments and public sector.
We are delighted to welcome you to our inaugural Workshop in our new series, entitled: 'How to use APIs'. The session will cover what Application Programming Interfaces (APIs) are, the advantages in using them and a practical demonstration of how they can be used. The journey of two Local Authority analysts as they begin using APIs in place of manual processes will be showcased to the audience. The session will conclude by explaining the plan for the forthcoming series of Workshops that will begin in September and introducing the Slack channel that ONS Local and Cross-Government DS community will be using to support users' technical questions going forward.
This event is open to all; however, we anticipate it will be of most interest to anyone working at a local level on creating data dashboards for internal or external use.
If you have any questions, please contact ons.local@ons.gov.uk.
ONS Local has been established by the Office for National Statistics (ONS) to support evidence-based decision-making at the local level. We aim to host insightful events that connect our users with exciting developments happening in subnational statistics and analysis at the ONS and across other organisations.
From 1 August 2019, the Secretary of State for Education delegated responsibility for the commissioning, delivery and management of London’s Adult Education Budget (AEB) to the Mayor of London. The AEB helps Londoners to get the skills they need to progress both in life and work. The overarching aim of London’s AEB is to make adult education in London even more accessible, impactful and locally relevant.
In this presentation, the Greater London Authority will be going through the results of the pioneering 2021/22 London Learner Survey (LLS). The survey’s objective is to gain insight into the outcomes of learners to inform and improve policy. The LLS consists of two linked surveys of learners who participated in GLA-funded Adult Education Budget (AEB) learning in the academic year 2021/22.
In the LLS, Learners are surveyed prior to and 5-7 months after completing their course to estimate the economic and social changes that learners experience following an AEB course.
In particular, the presentation will show the economic impact broken down by:
. Progression into employment
. Progression within work
. Progression into further learning.
The social impact will be explored by looking at changes in:
. Health and wellbeing
. Improved self-efficacy
. Improved social integration
. Participation in volunteering
The presentation will also cover how outcomes vary by funding type, breaking down the results by Community Learning and Adult Skills.
This event is open to all; however, we anticipate it will be of most interest to anyone working at a local level on skills, education and employment.
If you have any questions, please contact ons.local@ons.gov.uk.
ONS Local has been established by the Office for National Statistics (ONS) to support evidence-based decision-making at the local level. We aim to host insightful events that connect our users with exciting developments happening in subnational statistics and analysis at the ONS and across other organisations.
Are you interested in finding, visualising, comparing and downloading a wide range of geographically granular datasets in one place? If so, this webinar is definitely for you!
We will present ONS plans for the development of Explore Subnational Statistics (ESS), a public-facing digital service that will allow users to find out more about local areas across the UK.
We will retrace the main milestones in our journey to date, starting from the launch of ESS vision in the GSS subnational data strategy, then taking a closer look at the Subnational Indicators Explorer, and, finally, outlining a roadmap towards the Beta version of the service.
This event is open to all, however we anticipate it will be of most interest to anyone working at a local level, with data on the policy themes of economy, transport connectivity, education, skills, health and wellbeing, or interested in data visualisation products.
If you have any questions, please contact onslocal@ons.gov.uk
ONS Local has been established by the Office for National Statistics (ONS) to support evidence-based decision-making at the local level. We aim to host insightful events that connect our users with exciting developments happening in subnational statistics and analysis at the ONS and across other organisations.
Education and qualifications have been included as a separate analysis topic in Census for the first time in 2021. In this presentation the Census 2021 Education Analysis team will go through the results from the first two publications in their Analysis Plans, focusing on their impact and use for local authorities and other local users.
In the first publication published on 17th February 2023, 'How workforce qualification levels differ across England and Wales', the analysis looked at qualifications in the workforce population (adults aged 16 years and over who are economically active). The piece focused on trends across local authorities, exploring themes including the North-South divide, coastal towns and regional inequality.
The second publication examines the variations in the levels of qualifications that people hold by their country of birth. This includes establishing patterns across UK geographies for international migrants.
The session included live demonstrations of the interactive maps used in the publications, and how the data can be used by local authorities.
This recording is open to all, however we anticipate it will be of most interest to anyone working at a local level on skills, education and employment.
If you have any questions, please contact ons.local@ons.gov.uk
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
Codeless Generative AI Pipelines
(GenAI with Milvus)
https://ml.dssconf.pl/user.html#!/lecture/DSSML24-041a/rate
Discover the potential of real-time streaming in the context of GenAI as we delve into the intricacies of Apache NiFi and its capabilities. Learn how this tool can significantly simplify the data engineering workflow for GenAI applications, allowing you to focus on the creative aspects rather than the technical complexities. I will guide you through practical examples and use cases, showing the impact of automation on prompt building. From data ingestion to transformation and delivery, witness how Apache NiFi streamlines the entire pipeline, ensuring a smooth and hassle-free experience.
Timothy Spann
https://www.youtube.com/@FLaNK-Stack
https://medium.com/@tspann
https://www.datainmotion.dev/
milvus, unstructured data, vector database, zilliz, cloud, vectors, python, deep learning, generative ai, genai, nifi, kafka, flink, streaming, iot, edge
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
Population Growth in Bataan: The effects of population growth around rural pl...
Economic Forum, 1 March 2019 University of the West of England, Bristol
1. Economic Forum - Bristol
01 March 2019
Twitter: @ONS #Econstats
01 March 2019
2. Agenda
12:30 – 13:00 Registration with tea and coffee
13:00 – 13:10 Welcome and introduction – Felix Ritchie
13:10 – 13:30 Introducing the Office for National Statistics – Ed Palmer
13:30 – 13:50 Some examples of ONS analysis – Mark Chandler
13:50 – 14:00 Question and answer session
14:00 – 14:15 Refreshment break
14:15 – 14:35 Economic Statistics for the West of England – Cecilia Campos
14:35 – 14:55 University of the West of England: Making sense of sub-regional data – Dr Ian Smith
14:55 – 15:10 Question and answer session
15:10 – 15:30 Networking
4. Introducing the
Office for National Statistics
Deputy Chief Economist, Economic Advice and Analysis
Office for National Statistics
economic.advice@ons.gov.uk
Ed Palmer
5. To discuss today
UK Statistics Authority and the Office for National Statistics:
• Our status and role
• What the ONS does
• Understanding the UK economy: our latest economic statistics
6. The status and role of the UK Statistics Authority
An independent statutory body
Operating at arm’s length from government as a non-ministerial department,
reporting directly to the UK’s Parliaments and Assemblies
In law (the Statistics and Registration Services Act 2007) our objective is:
“promoting and safeguarding the production and publication of official
statistics that serve the public good”
And that public good includes:
• informing the public about social and environmental matters
• assisting in the development and evaluation of public policy
• regulating quality and publicly challenging the misuse of statistics
8. Who are we?
Economic, public policy and population statistics
Other government Departments also provide statistics, e.g. energy, health,
environment
Our responsibility is for coherence of system as a whole
Census provider in England and Wales
Office locations in Newport, Titchfield, London
UK Statistics
Authority
Other
government
stats producers
Office for
National
Statistics
Office for
Statistics
Regulation
9. Our principal outputs
GDP growth Inflation (Un)employment Wages
Trade Public finances
Regional and
country economic
data
Crime
Births, deaths and
marriages
Population Migration
Health and social
care
Personal income
and wealth
Well-being Environment …and more
10. Latest data from the ONS
• GDP
• Personal and economic well-being
• Inflation
• Employment
• Productivity
11. GDP growth: 0.2% in Quarter 4 2018
Gross domestic product growth, quarter-on-quarter and quarter on same quarter a year ago growth rate
UK, Quarter 1 (Jan to Mar) 2008 to Quarter 4 (Oct to Dec) 2018
Source: ONS
15. Latest data from the ONS
• GDP
• Personal and economic well-being
• Inflation
• Employment
• Productivity
16. Measures of inflation: input producer prices, output producer
prices, consumer prices
12-month growth rates for input Producer Price Index (PPI) (left-hand side), output PPI (left-hand side), and
Consumer Prices Index including owner occupiers' housing costs (CPIH) (right-hand side)
Source: ONS
17. What is driving growth in consumer prices?
Contributions to the CPIH 12-month rate: January 2018 to December 2018
Source: ONS
18. Latest data from the ONS
• GDP
• Personal and economic well-being
• Inflation
• Employment
• Productivity
19. Labour market headline figures
Source: ONS
UK employment rates (aged 16 to 64 years), seasonally adjusted
January to March 1971 to October to December 2018
UK unemployment rates (aged 16 years and over), seasonally adjusted
January to March 1971 to October to December 2018
20. Latest data from the ONS
• GDP
• Personal and economic well-being
• Inflation
• Employment
• Productivity
21. Labour productivity performance remains a key weakness
Output per hour and output per worker. Seasonally adjusted, Quarter 1 (Jan to Mar) 1994 to Quarter 3 (July to Sept) 2018, UK
Source: ONS
22. 01 March 2019
Some Examples of
ONS Analysis
Senior Economic Adviser
Economic Advice and Analysis
Mark Chandler
25. What have our users told us were their
priorities for improving trade statistics?
• More granular detail
• More timely and frequent publications
• Wider coverage and more dimensions
• Easier ways to access data
• More insightful analysis
• More, more, more…
26. ITIS sample doubled in size to 2.2k businesses
Quarterly country by service type data
67 countries by 31 service types
Chained volume measures
Implied deflators
Trade in services improvements we
have delivered in the past 12 months
27. Monthly country by commodity data
234 countries by 125 commodities
Annual industry by country and by commodity
Chained volume measures
Implied deflators
Trade in goods improvements we have
delivered in the past 12 months
30. 0 10 20 30 40 50 60
28 Manufacture of machinery and equipment n.e.c.
47 Retail trade except of motor vehicles and
motorcycles
29 Manufacture of motor vehicles trailers and semi-
trailers
30 Manufacture of other transport equipment
46 Wholesale trade except of motor vehicles and
motorcycles
EU Non-EU
Top five UK trade in goods exporting
industries, 2016
£ billion, current prices
31. £ billion, current prices
0
5
10
15
20
25
30
Non-EU EU
ImportsExports
Industry SIC 29 ‘Manufacture of motor
vehicles, trailers and semi-trailers’, 2016
32. Exports by industry SIC 29 ‘Manufacture of
motor vehicles, trailers and semi-trailers’, 2016
0.0
1.0
2.0
3.0
4.0
Germany United
States inc
Puerto Rico
China Italy Netherlands Spain Belgium France Australia Turkey
£ billion, current prices
Non-EU EU
33. Annual Business Survey (ABS) Industry SIC 29
Turnover £74bn
aGVA £17bn
Number of enterprises 3,235
% of enterprises that export 27%
Number of people employed 159,000
Industry SIC 29 ‘Manufacture of motor
vehicles, trailers and semi-trailers’, 2016
34. 10
20
30
40
50
60
2009 2010 2011 2012 2013 2014 2015 2016 2017 2018
Total Imports
Total Exports
UK trade in road vehicles fell in the latest 12
month period, the first fall in nine years
£ billion, non-seasonally adjusted, current prices
12 months to November on a rolling basis
35. -800
-600
-400
-200
0
200
400
600
800
12-months to Nov17 12-months to Nov18
Germany Spain France Czech Republic Belgium
Japan Slovakia Italy South Africa Hungary
£ million, non-seasonally adjusted, current prices
Change in the value of total UK imports of
road vehicles by top 10 contributor countries
12 months to November 2017 and 12 months to November 2018
36. More granular detail
More timely and frequent publications
Wider coverage and more dimensions
Innovative tools for accessing data
More insightful analysis
with more to follow…
44. Regional Balanced GVA
Regional & Sub-Regional Household Final Consumption
Expenditure
Regional Short Term Indicators
Country and Regional Public Sector Finances
Exports of Services Data
Productivity
Small Area Data
Flexible Geographies
Investigating Uses of Administrative Data
Regional Prices
Stakeholder Engagement
Devolution
Programme
link
A programme to
improve ONS
regional and local
statistics
45. ONS Regional Economic Outputs
Outputs 2018 and 2019
GVA Publication
With balanced GVA,
more industry detail,
more flexible geographies
Productivity
by NUTS1 regions
by Industry
With real labour productivity estimates
on an industry-by-region basis
Regional and sub-regional
productivity
With real labour productivity for NUTS1, NUTS2, NUTS3 regions and
LEPs
Economic Review: April 2018
Articles on regional GVA growth, firm level regional productivity analysis for the business
economy, and international comparisons of regional productivity
Service Exports
With new product-level analysis by NUTS1 area
NUTS2 and NUTS3 geographies and
15 combined authorities and city regions
46. by gross value added (balanced)
Regional economic
activity
47. 1998 - 2007
2010 -2017
UKUK
-1 0 1 2 3 4 5
Northern Ireland
Scotland
Wales
South West
South East
London
East of England
West Midlands
East Midlands
Yorkshire and The Humber
North West
North East
Northern Ireland
Scotland
Wales
South West
South East
London
East of England
West Midlands
East Midlands
Yorkshire and The Humber
North West
North East
%
Average growth rate of gross value added (chained volume measure),
by NUTS1 regions
• At national level, the
average growth rate
dropped from 2.8% to
1.9%
• There was a
turnaround in the
average annual growth
differential of some
regions / countries of
the UK
• There was an increase
in the gap in the
intraregional growth
rates
Link to publication
48. • Only a small number of
areas were able to keep
above national average
growth in both periods (top-
right quadrant).
• Most of the areas growing
above or close to the UK
average in the pre-
economic downturn period
fared poorly in the post-
economic downturn period
(shown in the top-left
quadrant).
• All NUTS2 areas in the
South West region have
experienced an average
growth rate below UK
average since 2010.
-1%
0%
1%
2%
3%
4%
5%
-1% 0% 1% 2% 3% 4% 5%
1998-2007
2010-2017
Real GVA average growth rate by NUTS2 areas
North West
Yorkshire and
The Humber
East Midlands
West Midlands
East of England
London
South East
South West
Wales
Scotland
Northern Ireland
UK (1998-2007)
UK (2010-2017)
Link to publication
49. 60
65
70
75
80
85
90
95
100
105
1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017
2016 = 100
Gross value added growth, chained volume measure,
West of England Local Enterprise Partnership1998-2017
UK
West of England (LEP)
Bristol, City of (NUTS3)
Bath and North East Somerset, North
Somerset and South Gloucestershire (NUTS3)
Link to data source
51. 1998 - 2007
2010 - 2016
UK
UK
-4 -2 0 2 4 6 8 10
Low-tech Manufacturing
Medium-High Tech Manufacturing
Medium-Low Tech Manufacturing
Other Production
Other KIS
Less Knowledge Intensive Market Services
High- tech Manufacturing
Real Estate
Knowledge Intensive Financial Services
Knowledge Intensive Market Services
High-tech KIS
Low-tech Manufacturing
Medium-High Tech Manufacturing
Medium-Low Tech Manufacturing
Other Production
Other KIS
Less Knowledge Intensive Market Services
High- tech Manufacturing
Real Estate
Knowledge Intensive Financial Services
Knowledge Intensive Market Services
High-tech KIS
%
Annual growth rates of real gross value added by industry groups, UK,
1998 to 2007 and 2010 to 2016
Link to publication
52. 0.0
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
Location Quotients: Gloucestershire, Wiltshire and Bristol/Bath NUTS2
area, 1998 to 2016
KIS & High Tech
Services
LKIS & Other
KIS
Low to Medium
Tech Manuf
Medium to high
tech manuf
Other Production
Real Estate
Gloucestershire,
Wiltshire and
Bristol/Bath
NUTS2 area has
a relative
specialisation in
medium to high
technology
manufacturing
type of sectors.
Link to publication
55. West of England relatively
unchanged productivity during
period 2010 to 2017, with 12%
increase in hours worked and
11% growth in GVA.
Overall, 12 of the 38 LEPs
experienced a decline in
productivity over the 2010 to
2017 period.
Gross value added growth compared with hours worked
growth for local enterprise partnerships (LEPs), 2010 to 2017
Link to publication
West of
England
56. • All NUTS1 regions and
NUTS2 subregions in
Great Britain have a mix
of high and low labour
firms
• In the South East, and
particularly in London,
there is a greater share
of high productivity firms
in comparison with other
regions and countries of
Great Britain..
Source: Annual Business Survey
GVA per worker in the non-financial business economy, NUTS1 regions, 2015
Link to publication
57. A region’s industry structure
appears to only play a
relatively small role in
productivity differences
between regions.
Instead, it is the differences
between average firms’
productivity within
industries that has the most
significant effect on
aggregate regional
productivity differences
Source: Annual Business Survey
-40 -20 0 20 40 60
North East
North West
Yorkshire and The Humber
East Midlands
West Midlands
East of England
London
South East
South West
Wales
Scotland
Industry Mix vs Firm Productivity Effect (non-
financial business economy) 2015
Industry Mix Effect (pps) Firm Productivity Effect (pps)
Link to publication
58. Labour productivity by NUTS1 regions in 2014
UK and selected EU countries, Index UK=100
Link to publication
61. Source: UK Balance of Payments - The Pink Book; International Trade in Services
Service exports and functional category by NUTS1 area of Great Britain, 2016
Link to publication and data
62. Source: UK Balance of Payments - The Pink Book; International Trade in Services
Service exports estimates for the South West NUTS1 area, 2016
Link to publication and data
63. Service exports for selected product subcategories
Link to publication and data
64. Total value of exports of services by NUTS3, 2016
Link to publication and data
65. Total value of exports of services by NUTS3, 2016
Link to publication and data
66. Service exports by city regions and combined authorities by functional category
Link to publication and data
68. Background
• Quarterly GDP for the nine
NUTS1 regions of England
• Data sources: VAT, Monthly
Business Survey, range of
external suppliers
• Will publish at a section level
(A, B, C etc), growth rates
with indices.
Progress
• Data sources have been finalised. There will be an
emphasis on using VAT data ahead of other data
sources.
• System build is ongoing and nearing completion
• Plan to publish in the first half of 2019 – publication
date to be announced in the first quarter of 2019.
• A user consultation will accompany the initial
publication.
Quarterly Regional GDP
69. In September 2018, we published experimental
regional estimates of household spending
across the whole UK for the first time.
These were aimed at showing users what is
possible; the production of these estimates has
involved making some very broad assumptions
using currently available data sources, some of
which have limited sample sizes, and so strong
caution is advised when interpreting the
findings.
Future work
Over the next few years, we aim to
identify and introduce new data
sources that will allow us to improve
the quality of these experimental
figures and further understand how
changes in sampling and the
assumptions made can affect the
results; we will use these initial results
to consult with users on how best we
can develop them in the future
Regional household expenditure
70. Research funded by ONS investigating the potential
to use existing data sources to develop regional
price indices was published in November 2017.
This research demonstrated the limits of the
currently available data: whilst measures could be
created and over the long-term used to assess
trend inflation by region, there was volatility in the
short-term, driven by erratic changes in weights.
Developments
Further work is taking place to
build on some of the findings in
the first report, in particular
exploring the potential for
small-area estimation
techniques to improve
expenditure weights at the
regional level.
Regional Prices
71. England and Wales: tax year ending 2016 (link)
• The admin-based income statistics (ABIS) bring together data from the Pay As You
Earn (PAYE) and benefit systems to derive estimates of net and gross income.
• Please note these statistics are work in progress and both the income measure
and coverage are currently incomplete.
• However, the ABIS do demonstrate the future potential of administrative data
sources to produce detailed small area income statistics.
Admin-based income statistics
72. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
Understanding territorial inequality across and wit
“regions”
Ian Smith
ONS Economic Forum Spring 2019- Friday 1st March
73. The COHSMO project
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• EU funded under Horizon 2020 programme
– Teams from: Greece, Denmark, Austria, Italy, Poland,
Lithuania and the UK.
– Mixed methods
• Big questions:
– Can we detect a ‘new European social model’ in the ways
that “services of general economic interest” are designed
and delivered within‘places’?
– How are these processes geared up to reduce
spatial/territorial inequality?
• Context matters:
– Institutional path dependency (between nationalcontexts)
– Variability due to location within ‘urbanisation’structures
(urban-rural differences)
– Variability due to economic context/outcomes
– Variability in collective efficacy in places
74. Measuring inequality – the context for a new
social model
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• Some of the technical/ conceptual
issues
• Snapshots of territorial unevenness
• What are the plausible means of
reducing unevenness within ‘regions’
in Provincial England?
75. What is a ‘region’ in England?
• Sub-national administration in
Provincial England 1996-now
– Creeping, incremental boundary
changes and experimentation
– No ‘regions’ (as such) since 2010
– Patchwork of counties, combined
authorities, unitaries, personal
networks
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
76. Modifiable Areal Unit (Problems)
• For what spatial units? What regions?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
77. Productivity gaps…. and variability
Figure 4.1: AverageGVAper employee (NUTS3averagewithin
region) 2001-15
Figure 4.2: Coefficient ofvariation ofGVAper employee by
region 2001-2015
ONS: Regional Gross Value Added (Income Approach) by Local Authority in England
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
78. General increase in polarisation (in incomes)
Source:ONS
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
79. This project has received funding from the European Union’s Horizon 2020 research and innovationprogramme
Spending in local government (and austerity)
Derived from data constructed by Amin-Smith et al (2016) Real-terms change in local
government service spending by LA decile of grant dependence, 2009-10 to 2016-17
[https://www.ifs.org.uk/publications/8781]
under grant agreement No 727058
80. Understanding spatial unevenness of outcomes
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
81. If this is the right measure….
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
82. This project has received funding from the European Union’s Horizon 2020 research and innovationprogramme
But if you are interested in “service deserts”?
https://www.powertochange.org.uk/research/using-indices-multiple-deprivation-
much-just-top-line-indicator/
under grant agreement No 727058
83. Sometimes disadvantage might disappear….?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
84. If you get it wrong…..?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
85. So what is the storyline here?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• There is unevenness in the production of
wealth (and there is no reason to think this
is different in 2019)
• This is associated with a complicated
context of:
– spatial disadvantage across Provincial England [ie
the problems are different]; and,
– The fiscal means of tackling this unevenness are
also unevenly spread – and being made less
progressive since 2010?
• We are asking whether 'territorial cohesion'-
like approach can deal with this...
86. Territorial cohesion is…..
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• A policy concept that means many things
• We are exploring ‘territorial cohesion’ as:
– A [joined-up] way of ‘doing’ sub-national policy
– A outcome of policy that (attempts to
explicitly) reduce spatial unevenness
– ‘One Size’ is unlikely to fit all
87. Plausible ways of reducing territorial unevenne
in Provincial England?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• Neighbourhood Planning
• “Asset” transfer (to community groups)
• Promoting social business/ social
entrepreneurship
• Skills, training and employment
• These are not without issues….
• There is a need to have locally specific
(place-based) solutions
88. Questions (for the UK COHSMO team)?
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058
• Ian Smith – ian5.smith@uwe.ac.uk
89. www.cohsmo.aau.dk
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 727058