The Digital Economy and the state of play in national accounting

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "The Digital Economy and the state of play in national accounting"

Transcription

1 The Digital Economy and the state of play in national accounting Telling Canada s story in numbers James Tebrake Statistics Canada November 2017

2 Outline The state of play in National Accounting What has changed? What does this mean from a national accounting perspective? 2 STATISTICS CANADA STATISTIQUE CANADA

3 The Digital Economy - What is it? There is no clear definition because it is: Part product Part distribution Part intermediation Part old Part new Part business Part household Part national Part international The digital economy is pervasive touching most aspects of the national accounts. The digital economy is a particular challenge for national accountants because our traditional data sources and methods need a fundamental re-think. 3 STATISTICS CANADA STATISTIQUE CANADA

4 What has changed? Same products different packaging / delivery. The core products remain the same but packaging and delivery has changed. 4 Music CDs vs subscriptions Information storage External hard drive vs Cloud Information processing capacity Tower vs Cloud Movies DVD vs NetFlix Games/Entertainment Monopoly vs Power Stars Travel Services Travel Agent vs TripAdvisor Information services - Newspaper vs GlobeandMail togo STATISTICS CANADA STATISTIQUE CANADA

5 What has changed? The change in the nature of the product, the way they are delivered / consumed and who delivers them are having a significant impact on national accounting. From the perspective of the Canadian national accounts these changes can be grouped into the following broad categories: Global consumers / Global consumption Household production Digital marketplace Digital assets 5 STATISTICS CANADA STATISTIQUE CANADA

6 What has changed? Global consumer $1 Cnd $10 Cnd $8 Cnd De-composing the transaction: Household expenditure = $10 Domestic Output=$8 International Imports of services = $2. 6 STATISTICS CANADA STATISTIQUE CANADA

7 What has changed? Global consumer The digital economy facilitates global consumption. Local retailers now need to compete internationally. Households are becoming direct importers. Households are importing more and more digital services (e.g gambling, gaming, travel services) Total imports and Imports of special transactions 2007=100 Jan-07 May-07 Sep-07 Jan-08 May-08 Sep-08 Jan-09 May-09 Sep-09 Jan-10 May-10 Sep-10 Jan-11 May-11 Sep-11 Jan-12 May-12 Sep-12 Jan-13 May-13 Sep-13 Jan-14 May-14 Sep-14 Jan-15 May-15 Sep-15 Jan-16 May-16 Sep-16 Jan-17 May-17 Total Imports Special transactions trade [C23] 7 STATISTICS CANADA STATISTIQUE CANADA

8 What has changed? Global consumer 12,000 Average Transaction Value Import prices and Consumer Prices Clothing and Footwear 10,000 8,000 6,000 4,000 2,000 - Jan-00 Nov-00 Sep-01 Jul-02 May-03 Mar-04 Jan-05 Nov-05 Sep-06 Jul-07 May-08 Mar-09 Jan-10 Nov-10 Sep-11 Jul-12 May-13 Mar-14 Jan-15 Nov-15 Sep-16 Jul Jan-14 Mar-14 May-14 Jul-14 Sep-14 Nov-14 Jan-15 Mar-15 May-15 Jul-15 Sep-15 Nov-15 Jan-16 Mar-16 May-16 Jul-16 Sep-16 Nov-16 Jan-17 Mar-17 May-17 Jul-17 CPI - Clothing and footwear Import Price Index - Clothing and footwear United States dollar, noon spot rate, average Canadian consumers are going global and are facing both domestic and international prices. A global purchase often bundles goods and services together (such as financial services, transportation services and the cost of the good). What is the appropriate price of the good and service. 8 STATISTICS CANADA STATISTIQUE CANADA

9 What has changed? Household production Adults living in Canada offered a service in the sharing economy from November 2015 to October ,000 (0.3%) offered ride services 69,000 (0.2%) offered private accommodation services % of Canadians who used ride services between November 2015 and October % 14% 12% 10% 8% 6% 4% 2% 0% 13.5% 14.6% 7.7% 5.0% 7% 2.1% 18 to 24 years 25 to 34 years 35 to 44 years 45 to 54 years 55 and older old old old old Total, 18 years and over 9 STATISTICS CANADA STATISTIQUE CANADA

10 What has changed? - Household production AirBnB listings in Canada 2014 and STATISTICS CANADA STATISTIQUE CANADA

11 What has changed? Digital marketplace A digital marketplace is emerging where we are observing digital margins, digital intermediation services indirectly measured, explicit digital charges Implicit digital charges such as Uber charges consumer one price and pays the driver a lower price? Explicit digital charges such as Kijiji charging a flat rate to place an ad for used goods. Digital Margin Payment based on number of views These are new products (or are they?) and it is uncertain whether mainstream classification systems properly reflect these products. There is often an international component to these charges making them difficult to track. 11 STATISTICS CANADA STATISTIQUE CANADA

12 2007 = 100 What has changed? Digital Assets Value Added - Computer systems design and related services Computer systems design and related services All industries Service-producing industries 14.0% 12.0% 10.0% 8.0% 6.0% 4.0% 2.0% 0.0% ICT share of GFCF in Canada is declining Mar-96 Feb-97 Jan-98 Dec-98 Nov-99 Oct-00 Sep-01 Aug-02 Jul-03 Jun-04 May-05 Apr-06 Mar-07 Feb-08 Jan-09 Dec-09 Nov-10 Oct-11 Sep-12 Aug-13 Jul-14 Jun-15 May-16 Apr-17 Percentage of ICT equipment to GFCF Digital Assets Who owns them? Canada has seen declining ICT investment over the last decade. The SNA distinguishes between legal ownership and economic ownership. An asset should be assigned based on economic ownership rather than legal ownership. How does this apply to a company that is purchasing IT services from a foreign firm. Who owns the IT? Should we treat this as a financial lease and assign the asset to the purchaser or lessee 12 STATISTICS CANADA STATISTIQUE CANADA

13 What has changed? Digital Assets Databases or? what should we be capitalizing? Databases consist of files of data organized in such a way as to permit resource-effective access and use of the data. Databases may be developed exclusively for own use or for sale as an entity or for sale by means of a licence to access the information contained. The standard conditions apply for when an own-use database, a purchased database or the licence to access a database constitutes an asset SNA What do we do with all the unstructured information that is readily available (often for free) that is improving productivity? Jan-10 Selected 'Data' publishing industries in the Canadian National Accounts May-10 Sep-10 Jan-11 May-11 Sep-11 Jan-12 May-12 Sep-12 Jan-13 May-13 All industries [T001] (2) Sep-13 Jan-14 May-14 Sep-14 Jan-15 May-15 Publishing industries (except Internet) [511] Sep-15 Jan-16 May-16 Data processing, hosting, and related services [518] Sep-16 Jan-17 May STATISTICS CANADA STATISTIQUE CANADA

14 What is does this mean for the Canadian national accounts in the near term? Statistics Canada will need to determine if certain household expenditure deflators to should include an import price component. Business Registers and business survey s will need to be updated to ensure Canadian operations of digital operators are properly identified and production (or imports) are properly recorded. The Canadian national accounts household sector will need to be expanded to include a larger set of industries such as accommodation services, transportation services and cultural services. Imports and exports of household producers will need to be recorded. New products (e.g digital margins, intermediations services, digital charges) may need to be added to classification systems and both domestic / international transactions will be measured. The Canadian National Accounts needs to expand its Asset boundary to include databases or digital assets? 14 STATISTICS CANADA STATISTIQUE CANADA

15 What is does this mean for the Canadian national accounts in the near term? Development of new data sources? Household digital use survey Surveying / web-scraping various platforms and building models to measure Canadian production and consumption. Updating the investment survey s and related data sources to properly capture digital assets (e.g. Capital Repair and Expenditure Survey and the Research and Development in Canada Survey). Working with Canadian governments to secure access to various administrative data they are collecting to help regulate digital markets. 15 STATISTICS CANADA STATISTIQUE CANADA

Measuring the sharing economy

Measuring the sharing economy Measuring the sharing economy www.statcan.gc.ca Telling Canada s story in numbers Catherine Van Rompaey National Economic Accounts Division October 2017 Outline Context Strategies for assessing potential

More information

Administration Division Public Works Department Anchorage: Performance. Value. Results.

Administration Division Public Works Department Anchorage: Performance. Value. Results. Administration Division Anchorage: Performance. Value. Results. Mission Provide administrative, budgetary, fiscal, and personnel support to ensure departmental compliance with Municipal policies and procedures,

More information

5 Star London Hotels - Example Report

5 Star London Hotels - Example Report 5 Star London Hotels - Example Report January 2018 CONTENTS Your Benchmark Report Website Traffic Conversion Rates Ecommerce Performance AdWords Spend Your Traffic Index Your Conversion Rate Index Your

More information

New Specialty Crops for California

New Specialty Crops for California New Specialty Crops for California Mark Gaskell, Farm Advisor UC Cooperative Extension - Santa Maria UC Statewide Small Farm Program California Offers A Special Mix Diverse growing environments Large,

More information

The Outlook for Advertising AdWatch 2004

The Outlook for Advertising AdWatch 2004 The Outlook for Advertising AdWatch 2004 TNS Media Intelligence/CMR Advertising and Marketing Intelligence Across Brand, Media, Industry and Market Leading provider of strategic advertising and marketing

More information

% Change. Total. Total Retail Sales Index* Estimate ($M)

% Change. Total. Total Retail Sales Index* Estimate ($M) Index % Change RETAIL SALES INDEX RETAIL SALES ROSE 2.6 PER CENT The total retail sales index was 2.6 per cent higher than the level reached in January. Building material stores recorded the largest growth

More information

Global Market Pulp Statistics

Global Market Pulp Statistics Global Market Pulp Statistics Bleached Kraft Pulp November Data 217 Global Statistics for Bleached Kraft Market Pulp The statistics in this file is based on EPIS (European Pulp Industry Sector) data, distributed

More information

Evolution of SWIFT pricing. September 2015

Evolution of SWIFT pricing. September 2015 Evolution of SWIFT pricing September 2015 Learn more about the evolution of SWIFT's pricing over the past years, and plans to continue to evolve pricing in the context of SWIFT2020 2 SWIFT s pricing initiatives

More information

U.S. Farm and Retail Egg Price Relationships to 2005 Changing Share of the Consumer's Egg Dollar

U.S. Farm and Retail Egg Price Relationships to 2005 Changing Share of the Consumer's Egg Dollar 6/9/2006 U.S. Farm/Retail Egg Prices 1 Egg Economics Update # 274 U.S. Farm and Retail Egg Price Relationships - Changing Share of the Consumer's Egg Dollar This review of U.S. farm and retail egg prices

More information

Third Quarter 2017 Conference Call

Third Quarter 2017 Conference Call Third Quarter 2017 Conference Call October 24, 2017 Forward-Looking Statements This presentation contains forward-looking statements. Actual results may differ materially from results anticipated in the

More information

Measuring the sharing economy in the Canadian Macroeconomic Accounts

Measuring the sharing economy in the Canadian Macroeconomic Accounts Latest Developments in the Economic Accounts Measuring the sharing economy in the Accounts Released September 28, 2017 in Latest Developments in the Economic Accounts, Catalogue no. 13-605-X Measuring

More information

European Freight Forwarding Index

European Freight Forwarding Index European Freight Forwarding Index 1 February 1 Sentiment is improving in the freight market Johannes Møller joml@danskebank.dk +45 45 12 36 Main conclusion from survey Our proprietary European Freight

More information

Cattle Market Outlook

Cattle Market Outlook Cattle Market Outlook Winter C. Wilson Gray District Economist Twin Falls R & E Center wgray@uidaho.edu http://web.cals.uidaho.edu/idahoagbiz/ Thank You! Topics: Markets and Aspects of Domestic Consumer

More information

Electricity Supply. Monthly Energy Grid Output by Fuel Type (MWh)

Electricity Supply. Monthly Energy Grid Output by Fuel Type (MWh) For the first quarter of 2015, Ontario experienced overall demand that was typical for the province in winter, and strong generator output. Demand for Ontario electricity increased as a result of cold

More information

COURSE LISTING. Courses Listed. Training for Applications with Integration in SAP Business One. 27 November 2017 (07:09 GMT) Advanced

COURSE LISTING. Courses Listed. Training for Applications with Integration in SAP Business One. 27 November 2017 (07:09 GMT) Advanced Training for Applications with Integration in SAP Business One Courses Listed Advanced TB1000 - SAP Business One - Logistics TB1100 - SAP Business One - Accounting TB1200 - SAP Business One - Implementation

More information

Moving Beyond Building Blocks to Achieve Sustainable TPM/TPE to Win in a Global Marketplace

Moving Beyond Building Blocks to Achieve Sustainable TPM/TPE to Win in a Global Marketplace Moving Beyond Building Blocks to Achieve Sustainable TPM/TPE to Win in a Global Marketplace May 12, 2015 2014 The LEGO Group l [Insert Date, Version, Document Owner, Total Page Number] Presenters Lars

More information

Predictive Conversations

Predictive Conversations Predictive Conversations Measuring Word of Mouth and Predicting Business Outcomes Ed Keller, CEO Rick Larkin, VP Analytics August 11, 2017 MASB Opening thoughts Intrinsically people know conversations

More information

Harmony Home Control Logitech Analyst & Investor Day. Bruce Lancaster 11 March 2015

Harmony Home Control Logitech Analyst & Investor Day. Bruce Lancaster 11 March 2015 Harmony Home Control Logitech Analyst & Investor Day Bruce Lancaster 11 March 2015 1 Forward Looking Statements This presentation contains forward-looking statements within the meaning of the U.S. federal

More information

Report to the Finance Committee Comprehensive Annual Financial Report. Prepared by the Office of Finance April 2016

Report to the Finance Committee Comprehensive Annual Financial Report. Prepared by the Office of Finance April 2016 Report to the Finance Committee 2015 Comprehensive Annual Financial Report Prepared by the Office of Finance April 2016 Audit Opinion date April 11, 2016 Unmodified or clean audit opinion on financial

More information

COURSE LISTING. Courses Listed. with SAP Ariba SAP Ariba Procurement. 4 February 2018 (03:51 GMT)

COURSE LISTING. Courses Listed. with SAP Ariba SAP Ariba Procurement. 4 February 2018 (03:51 GMT) with SAP Ariba SAP Ariba Procurement Courses Listed AR510 - SAP Ariba Procurement: Buying AR510E - Ariba Procurement: Requisitioning to Receiving AR520 - SAP Ariba: Managing Contract Compliance AR520E

More information

Energy Market Outlook

Energy Market Outlook Kyle Cooper, (713) 248-3009, Kyle.Cooper@iafadvisors.com Week Ending November 17, 2017 Please contact me to review a joint RBN Energy daily publication detailing natural gas fundamentals. Price Action:

More information

MALAYSIA BUSINESS CYCLE COMPOSITE INDICATORS (MBCCI) ECONOMIC INDICATORS DIVISION DEPARTMENT OF STATISTICS, MALAYSIA 19 MAY 2015 BEIJING, CHINA

MALAYSIA BUSINESS CYCLE COMPOSITE INDICATORS (MBCCI) ECONOMIC INDICATORS DIVISION DEPARTMENT OF STATISTICS, MALAYSIA 19 MAY 2015 BEIJING, CHINA MALAYSIA BUSINESS CYCLE COMPOSITE INDICATORS (MBCCI) 1 ECONOMIC INDICATORS DIVISION DEPARTMENT OF STATISTICS, MALAYSIA 19 MAY 2015 BEIJING, CHINA PRESENTATION OUTLINE 2 A. INTRODUCTION B. COMPILATION AND

More information

ENERGY SLIDESHOW. Federal Reserve Bank of Dallas

ENERGY SLIDESHOW. Federal Reserve Bank of Dallas ENERGY SLIDESHOW Updated: February 14, 2018 ENERGY PRICES www.dallasfed.org/research/energy Brent & WTI & Crude Brent Oil Crude Oil Dollars per barrel 140 Brent (Feb 9 = $65.50) WTI (Feb 9 = $62.01) 120

More information

Electric Price Outlook April 13, 2017

Electric Price Outlook April 13, 2017 Electric Price Outlook April 13, 2017 Scott Drzycimski, Director Customer, Community and Economic Development Jason Nielsen, Manager Regulatory Affairs Keeping you informed Ongoing pricing outlook webinars

More information

Veal Price Forecast. October 2015

Veal Price Forecast. October 2015 Veal Price Forecast October 2015 VEAL PRICE FORECAST OCTOBER 2015 Veal Light Production Veal prices in 2015 have been stronger than anticipated and are expected to continue to show year-over-year increases

More information

ANNUAL QUALITY REPORT

ANNUAL QUALITY REPORT REPUBLIC OF SLOVENIA ANNUAL QUALITY REPORT FOR THE SURVEY MONTHLY STATISTICAL SURVEY ON TOURIST ARRIVALS AND OVERNIGHT STAYS FOR 2009 Prepared by: Irena Černič Date: July 2010 1/10 Table of Contents 0

More information

Cattle Outlook. January, 2018

Cattle Outlook. January, 2018 Cattle Outlook January, 2018 Cattle Outlook January 2018 In This Issue: Supply Fundamentals Demand Fundamentals Summary 2 Historical Price Reference Where are Cattle Prices Currently, And Where are they

More information

LARNAKA SOLID WASTE MANAGEMENT

LARNAKA SOLID WASTE MANAGEMENT LIFE2015/ENV/PT/000609 LARNAKA SOLID WASTE MANAGEMENT / Acting Municipal Secretary, Solid Waste Management (1) The facility is designed to handle mixed municipal solid waste (MSW) and is located 10km from

More information

Brand Plan Sample Template. Akademia Marketingu Farmaceutycznego

Brand Plan Sample Template. Akademia Marketingu Farmaceutycznego Brand Plan Sample Template Akademia Marketingu Farmaceutycznego Key Marketing Questions 1. 1 What is the basic definition of your market? 2. 2 Who are your target audiences in the marketplace? 3. 3 What

More information

INFORMALITY AND BEYOND WHAT WE REALLY KNOW THE FOURTH IMF STATISTICAL FORUM LIFTING THE SMALL BOATS: STATISTICS FOR INCLUSIVE GROWTH

INFORMALITY AND BEYOND WHAT WE REALLY KNOW THE FOURTH IMF STATISTICAL FORUM LIFTING THE SMALL BOATS: STATISTICS FOR INCLUSIVE GROWTH INFORMALITY AND BEYOND WHAT WE REALLY KNOW THE FOURTH IMF STATISTICAL FORUM LIFTING THE SMALL BOATS: STATISTICS FOR INCLUSIVE GROWTH Roberto Luis Olinto Ramos Diretor de Pesquisas Washington DC November

More information

Livestock and Feedgrain Outlook

Livestock and Feedgrain Outlook Livestock and Feedgrain Outlook 2017 Range Beef Cow Symposium James G. Robb Director, LMIC Website: www.lmic.info November 28-30, 2017 28 US Land Grant Universities: USDA Data Sources -- NASS, AMS, FAS,

More information

FACEBOOK USER-GENERATED CONTENT (UGC) BENCHMARK REPORT

FACEBOOK USER-GENERATED CONTENT (UGC) BENCHMARK REPORT FACEBOOK USER-GENERATED CONTENT (UGC) BENCHMARK REPORT PUBLISHED: FEBRUARY 13, 2017 2 TABLE OF CONTENTS Executive Summary Introduction Methodology 2016 Trends UGC Benchmarks 2017 Opportunities Contact

More information

Lehman Brothers T Conference San Francisco. Craig DeYoung, Vice President Investor Relations December 9, 2004

Lehman Brothers T Conference San Francisco. Craig DeYoung, Vice President Investor Relations December 9, 2004 Lehman Brothers T4 2004 Conference San Francisco Craig DeYoung, Vice President Investor Relations December 9, 2004 Safe Harbor Safe Harbor Statement under the U.S. Private Securities Litigation Reform

More information

Climate Action Planning at Rice University. Richard R. Johnson Admin. Center for Sustainability and Energy Management 27 April 2016

Climate Action Planning at Rice University. Richard R. Johnson Admin. Center for Sustainability and Energy Management 27 April 2016 Climate Action Planning at Rice University Richard R. Johnson Admin. Center for Sustainability and Energy Management 27 April 2016 Mid 2000s: Climate Change Reaches Mainstream Rice University Commits to

More information

Alumina in focus Supply, Demand and Pricing

Alumina in focus Supply, Demand and Pricing Alumina in focus Supply, Demand and Pricing 2015 Metal Bulletin B&A Conference Simon Storesund, SVP Commercial, B&A 26 February 2015 (1) Cautionary note Certain statements included within this announcement

More information

Reliability Improvement using Defect Elimination

Reliability Improvement using Defect Elimination Reliability Improvement using Defect Elimination A Three-Prong Approach The Keystone to Safe, Reliable, Profitable Production Michael Voigt 2006 KBC. All Rights Reserved. 1 Introduction Michael Voigt 19

More information

Ammonia costs spike sharply higher Nitrogen prices disrupt calm in fertilizer market By Bryce Knorr, grain market analyst

Ammonia costs spike sharply higher Nitrogen prices disrupt calm in fertilizer market By Bryce Knorr, grain market analyst Ammonia costs spike sharply higher Nitrogen prices disrupt calm in fertilizer market By Bryce Knorr, grain market analyst Ammonia joined other forms of nitrogen in the parade of higher costs, with contracts

More information

Επιχειρησιακή Συνέχεια και Εφοδιαστική Αλυσίδα, 14 Οκτωβρίου Moving ahead in a changing environment

Επιχειρησιακή Συνέχεια και Εφοδιαστική Αλυσίδα, 14 Οκτωβρίου Moving ahead in a changing environment Moving ahead in a changing environment Changes in consumer behavior and their effect on customer service levels Change of customer requirements to smaller quantities and shorter delivery times due to:

More information

Financial Results of PGNiG SA Q August 13th 2008

Financial Results of PGNiG SA Q August 13th 2008 Financial Results of PGNiG SA 28 August 13th 28 Financial Highlights PGNiG Group (PLN m) 27 28 change Sales revenue 3,392 3,929 16% EBIT 412 294 (29%) EBITDA 785 665 (15%) Net profit 326 28 (14%) Net margin

More information

McGraw-Hill Education, Inc. Where We Came From

McGraw-Hill Education, Inc. Where We Came From What is BPO Business Process Outsourcing (BPO) It is partnering with a third party company to perform most back office data entry functions of your organization. McGraw-Hill Education, Inc. Where We Came

More information

Q SOCIAL TRENDS REPORT

Q SOCIAL TRENDS REPORT Q4 2015 SOCIAL TRENDS REPORT WWW.KINETICSOCIAL.COM Q4 Topline Summary Q4 is an exciting time of year in the advertising space. The speed of work picks up significantly as brands clamor for share of wallet

More information

Financial and market performance 1Q May 14, 2009

Financial and market performance 1Q May 14, 2009 Financial and market performance May 14, 2009 Financial performance of the Group PLN mln 1Q 2008 yoy % change Revenues, incl.: 274.4 313.4 (12.4%) - advertising* - copy sales* - Special Projects, incl.

More information

Extreme Agile Implementation and Creating a Value Delivery Office

Extreme Agile Implementation and Creating a Value Delivery Office Extreme Agile Implementation and Creating a Value Delivery Office Anup Deshpande Sr. Leader of Agile Portfolio Management 1 COPYRIGHT 2017 Anup Deshpande. ALL RIGHTS RESERVED For Informational Purposes

More information

Impact of the Dark Rule Amendments. Baiju Devani Director, Analytics IIROC

Impact of the Dark Rule Amendments. Baiju Devani Director, Analytics IIROC Impact of the Dark Rule Amendments Baiju Devani Director, Analytics IIROC Agenda 1. Background 2. Objectives 3. Approach and metrics 4. Key findings 2 Background Recognize the value of dark orders/markets

More information

KONE sourcing TOMI KOMMERI, HEAD OF INDIRECT SOURCING 18 SEPTEMBER 2017 AALTO MANAGEMENT OF EXTERNAL RESOURCES

KONE sourcing TOMI KOMMERI, HEAD OF INDIRECT SOURCING 18 SEPTEMBER 2017 AALTO MANAGEMENT OF EXTERNAL RESOURCES KONE sourcing TOMI KOMMERI, HEAD OF INDIRECT SOURCING 18 SEPTEMBER 2017 AALTO MANAGEMENT OF EXTERNAL RESOURCES Sourcing as a job Sourcing is not about cheating and beating the suppliers 2 18.9.2017 Sourcing

More information

Measure What You Manage. Michael Cowley, CPMM President CE Maintenance Solutions, LLC

Measure What You Manage. Michael Cowley, CPMM President CE Maintenance Solutions, LLC Measure What You Manage Michael Cowley, CPMM President CE Maintenance Solutions, LLC Define Maintenance Scorecards Discuss Required Prerequisites Explain 10 Common Maintenance Scorecards Review Your Return-on-Investment

More information

B2B B/OSS Perspectives Eastern Communications Transformation

B2B B/OSS Perspectives Eastern Communications Transformation B2B B/OSS Perspectives Eastern Communications Transformation Emmanuel Caido, Head of IT, Eastern Communications Kannan Ramakrishnan, Head of Product & Marketing, TCS HOBS, Tata Consultancy Services Bobby

More information

COURSE LISTING. Courses Listed. with Customer Relationship Management (CRM) SAP CRM. 15 December 2017 (12:23 GMT)

COURSE LISTING. Courses Listed. with Customer Relationship Management (CRM) SAP CRM. 15 December 2017 (12:23 GMT) with Customer Relationship Management (CRM) SAP CRM Courses Listed SAPCRM - Overview of the SAP CRM Solution CR100 - CRM Customizing Fundamentals CR500 - CRM Middleware CR580 - SAP CRM User Interface TCRM10

More information

COMPANY PROFILE 2016

COMPANY PROFILE 2016 COMPANY PROFILE 2016 takasolutions upgrades buildings to reduce the energy, water and costs at no expense to the owner while sharing the savings. TARGET CLIENTS THE CONCEPT Clients and buildings that are

More information

COURSE LISTING. Courses Listed. with Quality Management SAP ERP. 15 February 2018 (23:55 GMT) SAP01 - SAP SAP01E - SAP Overview

COURSE LISTING. Courses Listed. with Quality Management SAP ERP. 15 February 2018 (23:55 GMT) SAP01 - SAP SAP01E - SAP Overview with Quality Management SAP ERP Courses Listed SAP01 - SAP SAP01E - SAP Overview PLM400 - Quality Management PLM412 - Quality Planning and Inspection PLM415 - Quality Management in Logistics C_TPLM40_65

More information

POLYOLEFINS THE NEVER ENDING STORY

POLYOLEFINS THE NEVER ENDING STORY MARCH 2016 POLYOLEFINS THE NEVER ENDING STORY Martin Wiesweg Senior Director Polymers EMEA +49 211 97550707 Martin.Wiesweg@ihs.com Western Europe stays on a slow growth path World Economic Outlook / March

More information

What tools can we use to help us decide when to enter and when to exit a hedge? (Or, or for that matter, when to enter and exit any trade.

What tools can we use to help us decide when to enter and when to exit a hedge? (Or, or for that matter, when to enter and exit any trade. Motivation for Fundamental and Technical Analysis What tools can we use to help us decide when to enter and when to exit a hedge? (Or, or for that matter, when to enter and exit any trade.) So, how do

More information

Antena 3 Group ADVERTISING. Manuel Ferrer

Antena 3 Group ADVERTISING. Manuel Ferrer Antena 3 Group ADVERTISING Manuel Ferrer Agenda I. CURRENT SITUATION II. FUTURE PROSPECTS 2 Agenda I. CURRENT SITUATION II. FUTURE PROSPECTS 3 What market are we in? In a growing market Evolution of conventional

More information

ROUTINE MAINTENANCE EMERGENCY SERVICES EQUIPMENT REPAIR

ROUTINE MAINTENANCE EMERGENCY SERVICES EQUIPMENT REPAIR critical facilities preventative maintenance ROUTINE MAINTENANCE EMERGENCY SERVICES EQUIPMENT REPAIR a l p h a t e c h n o l o g i e s s e r v i c e s, i n c. m e m b e r o f t h e a l p h a g r o u p

More information

Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results.

Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results. Refuse Collections Division Solid Waste Services Department Anchorage: Performance. Value. Results. Mission Provide solid waste collection and disposal service to rate-paying customers within our defined

More information

Italy July August 2016

Italy July August 2016 Italy Cooperation partner Italy: invidis research 2016 IT 400 en Continuous high volatility in the Digital Signage sentiment in Italy 100 80 60 40 20 0-20 -40-60 -80-100 positive slightly positive 31,20

More information

Energy Market Outlook

Energy Market Outlook Kyle Cooper, (713) 248-3009, Kyle.Cooper@iafadvisors.com Week Ending November 24, 2017 Please contact me to review a joint RBN Energy daily publication detailing natural gas fundamentals. Price Action:

More information

Volume measures in national accounts. IMF Statistics Department

Volume measures in national accounts. IMF Statistics Department Volume measures in national accounts IMF Statistics Department Outline of this lecture Why volume measures? Volume measures in SNA main principles Methods for deriving volume measures by transaction category

More information

COURSE LISTING. Courses Listed. with Logistics Execution & Warehouse Management SAP ERP. 23 January 2018 (16:50 GMT)

COURSE LISTING. Courses Listed. with Logistics Execution & Warehouse Management SAP ERP. 23 January 2018 (16:50 GMT) with Logistics Execution & Warehouse Management SAP ERP Courses Listed SAP01 - SAP Overview SAP01E - SAP Overview SC601E - Processes in Logistics Execution SCM601 - Processes in Logistics Execution SCM610

More information

IKA/EOPYY Prescriptions Processing System Results after 20 Months of Productive Operation

IKA/EOPYY Prescriptions Processing System Results after 20 Months of Productive Operation IKA/EOPYY Prescriptions Processing System Results after 20 Months of Productive Operation 15 th December 2011 www.unisystems.com Key Project / System mission To design, develop and commission an integrated

More information

Audit of. Boynton Beach Community High School

Audit of. Boynton Beach Community High School Audit of Boynton Beach Community High School January 19, 2007 Report 2007-01 Audit of Boynton Beach Community High School Table of Contents Page PURPOSE AND AUTHORITY 1 SCOPE AND METHODOLOGY 1 INVESTIGATIONS

More information

The next release is scheduled for Thursday, December 8, 2011 at 10:00 A.M. (KST) In the U.S Wednesday, December 7, 2011 at 8:00 P.

The next release is scheduled for Thursday, December 8, 2011 at 10:00 A.M. (KST) In the U.S Wednesday, December 7, 2011 at 8:00 P. FOR RELEASE: 10:00 A.M. KST, THURSDAY, NOVEMBER 10, 2011 The Conference Board Korea Business Cycle Indicators SM THE CONFERENCE BOARD LEADING ECONOMIC INDEX (LEI) FOR KOREA AND RELATED COMPOSITE ECONOMIC

More information

Hedging Coal Price Risk in a Deregulated Power Market

Hedging Coal Price Risk in a Deregulated Power Market Hedging Coal Price Risk in a Deregulated Power Market Ginny Farrow Manager Rail Car Fleet NCCI Spring Conference Greensboro, NC April 12, 2007 Safe Harbor Statement This Presentation contains forward-looking

More information

COURSE LISTING. Courses Listed. with SAP S/4HANA. 24 December 2017 (16:15 GMT)

COURSE LISTING. Courses Listed. with SAP S/4HANA. 24 December 2017 (16:15 GMT) with SAP S/4HANA COURSE LISTING Courses Listed S4H01 - SAP Business Suite SAP S/4HANA S4H00E - SAP S/4HANA Overview S4H01E - SAP Business Suite to SAP S/4HANA Delta S4H00 - SAP S/4HANA S4600E - SAP S/4HANA

More information

ACEEE Hot Water Forum Water Heating, Distribution, and Use Efficiency. Unique Program Approaches in the Market

ACEEE Hot Water Forum Water Heating, Distribution, and Use Efficiency. Unique Program Approaches in the Market ENERGY STAR Distributed Products Platform ACEEE Hot Water Forum Water Heating, Distribution, and Use Efficiency Hilton Portland & Executive Tower Portland, OR February 26-28, 2017 Unique Program Approaches

More information

Social Intelligence Report ADOBE DIGITAL INDEX Q4 2013

Social Intelligence Report ADOBE DIGITAL INDEX Q4 2013 Social Intelligence Report ADOBE DIGITAL INDEX Q4 2013 ADOBE DIGITAL INDEX Q4 2013 key insights Facebook ad: Click-through-rate (CTR) is up 365% year-over-year and 41% quarter-over-quarter. Cost-per-click

More information

Adding Value by Proactively Managing Departmental Risks

Adding Value by Proactively Managing Departmental Risks Adding Value by Proactively Managing Departmental Risks Jereme Allison Candis Dickson Monday, September 12, 2016 10:30 a.m. 12:10 p.m. 1 Jereme Allison, MBA joined the Department of Internal Audit as a

More information

Climate Change & Urbanization Have Changed River Flows in Ontario

Climate Change & Urbanization Have Changed River Flows in Ontario Climate Change & Urbanization Have Changed River Flows in Ontario by Trevor Dickinson & Ramesh Rudra Water Resources Engineering University of Guelph Acknowledgements Agencies NSERC, OMAF & Environment

More information

RS Platou. Oslo 4 June Geir Isaksen CEO

RS Platou. Oslo 4 June Geir Isaksen CEO RS Platou Oslo 4 June 2009 Geir Isaksen CEO Global activities and key business areas Distribution of revenues (2008 - NOK mill.) Feed Farming Agri Total* Percent of group total Norway 3 380 827 1 560 5

More information

EIA Short-Term Energy and

EIA Short-Term Energy and EIA Short-Term Energy and Winter Fuels Outlook Washington, DC U.S. Energy Information Administration Independent Statistics & Analysis www.eia.gov Overview EIA expects higher average fuel bills this winter

More information

IAF Advisors Energy Market Outlook Kyle Cooper, (713) , October 31, 2014

IAF Advisors Energy Market Outlook Kyle Cooper, (713) , October 31, 2014 IAF Advisors Energy Market Outlook Kyle Cooper, (713) 722 7171, Kyle.Cooper@IAFAdvisors.com October 31, 2014 Price Action: The December contract rose 17.5 cents (4.7%) to $3.873 on a 33.3 cent range. Price

More information

Overview of the New Zealand Natural Capital Assessment May 2014

Overview of the New Zealand Natural Capital Assessment May 2014 Overview of the New Zealand Natural Capital Assessment May 2014 TEEB on Natural Capital Our ecosystems, biodiversity and natural resources underpins economies, societies and individual well-being. In addition

More information

Condenser Water Heat Recovery"

Condenser Water Heat Recovery PLEASE MUTE CELL PHONES Condenser Water Heat Recovery" Julian de Bullet ASHRAE Distinguished Lecturer Director of Industry Relations McQuay International 703-395-5054 1 What Is Sustainability? sustainable

More information

Teaching Occupational Health and Safety in Engineering Schools Best Practices, Support, and Opportunities. Graeme Norval Vic Pakalnis Tony Pasteris

Teaching Occupational Health and Safety in Engineering Schools Best Practices, Support, and Opportunities. Graeme Norval Vic Pakalnis Tony Pasteris Teaching Occupational Health and Safety in Engineering Schools Best Practices, Support, and Opportunities Graeme Norval Vic Pakalnis Tony Pasteris Background Injuries due to Workplace Accidents cost the

More information

If you are in the hotel industry, chances are that Airbnb is a conversation you have had at

If you are in the hotel industry, chances are that Airbnb is a conversation you have had at Airbnb vs. Hotels: A comparison study in Boston Tarik Dogru, PhD Makarand Mody, PhD Courtney Suess, PhD If you are in the hotel industry, chances are that Airbnb is a conversation you have had at one point

More information

A Canadian Commodity Flow Survey

A Canadian Commodity Flow Survey A Canadian Commodity Flow Survey Statistics Canada and Transport Canada Transportation Research Board Commodity Flow Survey Workshop The Keck Center of the National Academies Washington, D.C. October 29,

More information

FINANCE AND STRATEGY PRACTICE CFO EXECUTIVE BOARD. Safeguarding Supply. Protecting the Enterprise from Unforeseen Supply Chain Risks

FINANCE AND STRATEGY PRACTICE CFO EXECUTIVE BOARD. Safeguarding Supply. Protecting the Enterprise from Unforeseen Supply Chain Risks FINANCE AND STRATEGY PRACTICE CFO EXECUTIVE BOARD Safeguarding Supply Protecting the Enterprise from Unforeseen Supply Chain Risks KEY TAKEAWAYS: SAFEGUARDING SUPPLY 1 Focus Finance s involvement in supply

More information

CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100)

CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100) CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100) No. 559 October 2016 StatisticalNews BRIEF METHODOLOGY: The CPI measures the over time in prices of goods and services consumed by people for day-to-day

More information

ESPN Audio 2017 Quick Little Update 2017 QUICK LITTLE UPDATE

ESPN Audio 2017 Quick Little Update 2017 QUICK LITTLE UPDATE 2017 QUICK LITTLE UPDATE RADIO RIGHT NOW > A18+ weekly reach is GREATER than TV, TV Connected Devices, PC, Smartphone and Tablets Over 90% of Adults Listen to Radio each week 5 + Adults listen to radio

More information

COURSE LISTING. Courses Listed. with Business Intelligence (BI) Crystal Reports. 26 December 2017 (18:02 GMT)

COURSE LISTING. Courses Listed. with Business Intelligence (BI) Crystal Reports. 26 December 2017 (18:02 GMT) with Business Intelligence (BI) Crystal Reports Courses Listed BOC345 - SAP Crystal Reports 2011: Optimizing Report Data Processing BOC320 - SAP Crystal Reports: - BOCE10 - SAP Crystal Reports for Enterprise:

More information

Cattle & Beef Outlook

Cattle & Beef Outlook Cattle & Beef Outlook Glynn Tonsor Dept. of Agricultural Economics, Kansas State University Overarching Beef Industry Economic Outlook Supplies Expansion continues, but has moderated Demand Mixed signals

More information

Compilation of use tables at basic prices and split to domestic production and imports in Hungary

Compilation of use tables at basic prices and split to domestic production and imports in Hungary 22nd International Input-Output Conference Lisbon, Portugal, July 14 18, 2014 Compilation of use tables at basic prices and split to domestic production and imports in Hungary Mária Forgon and Éva Varga

More information

Decentralised Wastewater Management. A sustainable strategy for wastewater management

Decentralised Wastewater Management. A sustainable strategy for wastewater management Decentralised Wastewater Management A sustainable strategy for wastewater management Key Message 1. Big Plant Not the only Option 2. Consider alternatives to Ocean discharge British Columbia Water and

More information

CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100)

CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100) CONSUMER PRICE INDEX (BASE PERIOD NOVEMBER 2009 = 100) No. 555 JUNE 2016 StatisticalNews BRIEF METHODOLOGY: The CPI measures the over time in prices of goods and services consumed by people for day-to-day

More information

Antti Salonen KPP227 KPP227 1

Antti Salonen KPP227 KPP227 1 KPP227 KPP227 1 What is Aggregate Planning? Aggregate (or intermediate-term) planning is the process of determining a company s aggregate plan = production plan. The aggregate plan specifies how the company

More information

The U.S. Over-Supply of Oil is Ending

The U.S. Over-Supply of Oil is Ending The U.S. Over-Supply of Oil is Ending Pay-It-Forward Network Art Berman November 17, 217 Slide 1 The U.S. Over-Supply of Oil is Ending The U.S. Over-Supply of Oil is Ending 11 WTI Price Stocks 239 213

More information

Agricultural Outlook Forum Presented: February 17, 2006 CHINESE FROZEN STRAWBERRY EXPORTS

Agricultural Outlook Forum Presented: February 17, 2006 CHINESE FROZEN STRAWBERRY EXPORTS Agricultural Outlook Forum Presented: February 17, 2006 CHINESE FROZEN STRAWBERRY EXPORTS Dave Yvanovich Vice President and General Manager Frozsun Foods China s Strawberry Industry Emerging into the World

More information

RENEWABLE ENERGY INTEGRATION IN TAMILNADU

RENEWABLE ENERGY INTEGRATION IN TAMILNADU RENEWABLE ENERGY INTEGRATION IN TAMILNADU Generator Installed Capacity in MW CGS Nuclear 6% PURCHASE (LTOA, MTOA) 18% TN Hydro 2308 TN Thermal 4320 TN Gas 516 TN IPP 746 CGS Thermal 15% CPP 3% TN IPP 3%

More information

Open Data Open Access to Scientific Data

Open Data Open Access to Scientific Data Open Data Open Access to Scientific Data The perspective of a researcher Prof. Dr. Tom Coenye Tom.Coenye@UGent.be Open Data Shared Data Not necessarily the same! Data deposition (open/shared) Data available

More information

Presentation to the Financial Administrator Development Program Payroll Policies/Processes

Presentation to the Financial Administrator Development Program Payroll Policies/Processes Presentation to the Financial Administrator Development Program Payroll Policies/Processes May 12, 2015 Sheila Wamhoff and Sue Vancamp Agenda Introduction/Payroll Staff Payroll Policies and Procedures

More information

Monitoring validated processes by using SPC

Monitoring validated processes by using SPC Monitoring validated processes by using SPC Content Monitoring validated process effectively Using SPC / Control charts to monitor processes Separating Signal from Noise System Approach Risk Analysis Protocol/Report

More information

FY17-FY18 Audit Plan. Office of Internal Auditing

FY17-FY18 Audit Plan. Office of Internal Auditing FY17-FY18 Audit Plan Office of Internal Auditing -Page Intentionally Blank- TABLE OF CONTENTS Executive Summary... 4 Audit Plan Details... 6 Budgeted Hours... 7 Risk Assessment... 8 Allocation of Resources...

More information

World Steel Market and Ukrainian metallurgy in 2010

World Steel Market and Ukrainian metallurgy in 2010 2-Dec-21 Ministry of Industrial Policy of Ukraine SE UPE Co. Research & Consulting World Steel Market and Ukrainian metallurgy in 21 Vlasyuk V.S. SE UPE Co. Research & Consulting, Ukraine 69 th Session

More information

SWIFT and Blockchain. Anand Bindumadhavan Head of Services & Support, APAC, SWIFT Japan Open Day - May 30, 2017

SWIFT and Blockchain. Anand Bindumadhavan Head of Services & Support, APAC, SWIFT Japan Open Day - May 30, 2017 SWIFT and Blockchain Anand Bindumadhavan Head of Services & Support, APAC, SWIFT Japan Open Day - May 30, 2017 SWIFT and DLT in 2016 DLT@SWIFT - Vision Industry requirements SWIFT Vision Reliability Scalability

More information

Nedbank Retail & Business Banking

Nedbank Retail & Business Banking Nedbank Retail & Business Banking Client centred differentiators for sustainable growth HSBC conference Topic: Game changers 4 December 2012 Ingrid Johnson Group Managing Executive: Nedbank Retail & Business

More information

! "#$$%& MY BLOG 2014

! #$$%& MY BLOG 2014 !"#%& 2014 =/*55&- 789:/4; RESOLUNTIONS!"# 20(5< SMART GOAL: GOAL: GOAL: GOAL: Often people set resolutions and don t look at them again after the month of January. One way to make sure that you are actively

More information

Renewable energy - the future is now

Renewable energy - the future is now University of Nevada, Las Vegas Digital Scholarship@UNLV UNLV Renewable Energy Symposium 2007 UNLV Energy Symposium Aug 15th, 9:00 AM - Jul 15th, 10:00 AM Renewable energy - the future is now Thomas Fair

More information

Proving TV Is No Gamble: How Daily Fantasy Sports Became A Big Winner With Millennials. January 2016

Proving TV Is No Gamble: How Daily Fantasy Sports Became A Big Winner With Millennials. January 2016 Proving TV Is No Gamble: How Daily Fantasy Sports Became A Big Winner With Millennials January 2016 Television s Effectiveness Turns The Daily Fantasy Sports Category Into A Major Player Daily Fantasy

More information

Panama City Beach

Panama City Beach Panama City Beach 2018 Campaign Media Highlights Planning 10.10.17 2018 Planning Parameters Target Audience & Timing Summer Families Long Weekend Families Sports Families Young Families Empty Nesters Young

More information

Cargo Training International

Cargo Training International Cargo Training International Program of Courses for 2018 USA PDF Edition UNITED STATES AND INTERNATIONALLY APPROVED TRAINING PROGRAMS FOR INDUSTRY: CARGO TRAINING INTERNATIONAL LIMITED P O Box 580026,

More information