Data Template and analytical indicators
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1 Data Template and analytical indicators International Workshop on Short-term Statistics May 2015 Beijing, China United Nations Statistics Division
2 Outline Refresher on the Work programme Objective Deliverables Working group Data template Background Structure and content Handbook on Data template and metadata for short-term statistics Content Preparation process 2
3 Work programme Objective of work programme: To establish an internationally accepted data and metadata templatefor short-term statistics for the purpose of: macroeconomic surveillance; early warning of economic and financial vulnerabilities; and detection of turning points in business cycles. 3
4 Work programme Working group: UNSD (lead institution) Eurostat Brazilian Institute of Geography and Statistics (IBGE) Ministry of Statistics and ProgrammeImplementation, India Deliverables: An internationally accepted data template together with corresponding reference metadata A statistical guide for the data template and metadata structure An updated knowledge base on economic statistics 4
5 Data Template It consists of an internationally agreed list of indicators and metadata for short-term statistics for use: In macroeconomic surveillance For early warning of economic and financial vulnerabilities For detection of turning points in business cycles 5
6 Data template - Background It is the result of a consultation process with experts and countries on the availability, periodicity, timeliness and dissemination of shortterm statistics. A Global Assessment was undertaken by UNSD in 2009 to gain insight in the availability of short-term statistics in countries and their data dimensions in terms of periodicity, timeliness and dissemination. All UN Member States were invited to participate in the assessment. It was discussed and endorsedat the UN Statistical Commission. 6
7 Data template - Structure Indicators are organized in 12 categories: National accounts Production and turnover Macroeconomic growth and stability Prices Labour market indicators External sector Financial sector General government sector Household sector Non-financial corporations sector Financial market Real estate market Sectoralvulnerabilities and developments Market conditions Tendency indicators Composite Business Cycle indicators Economic sentiment 7
8 Data template Structure (2) Indicators are organized in 3 Tiers: Tier 1 consists of the minimum required short-term economic indicators that have strategic importance and are widely available; Tier 2 consists of analytically important shortterm indicators that are less widely available; Tier 3 contains short-term indicators that have national significance, given the structure of the economy. 8
9 Data template Structure (3) Each indicator presents a recommended/encouraged periodicity: Quarterly Monthly 9
10 Set 1: National Accounts Set 1: National accounts Tier Frequency 1.1 Quarterly national accounts: Flash GDP estimate Tier 1 Quarterly 1.2 Quarterly national accounts: GDP full release by expenditure Tier 1 Quarterly by production Tier 1 Quarterly by income Tier 2 Quarterly 1.3 Quarterly sector accounts Tier 3 Quarterly 10
11 Set 2: Production and turnover Set 2: Production and turnover 2.1 Production index for industry, by major division (mining, manufacturing, electricity, water, etc.) Tier Frequency Tier 1 Monthly 2.2 Production index for construction Tier 2 Monthly 2.3 Turnover index for retail trade by major division Tier 2 Monthly 2.4 Turnover index for industry by major division Tier 2 Monthly 2.5 Turnover index for other services by major division (excluding financial services and non-commercial services) Tier 2 Monthly 2.6 New orders index for industry by major ISIC division (for those that work on order) 2.7 New orders index for construction (building permits or housing starts) 2.8 Commodity production as relevant and other indicators of economic activity Tier 3 Monthly Tier 2 Monthly Tier 3 Monthly Agricultural products Minerals New car registrations/sales New commercial vehicle registrations/sales Tourist arrivals 11
12 Set 3:Prices Set 4 :Labour market Set 3: Prices Tier Frequency 3.1 Consumer price index Tier 1 Monthly 3.2 Producer price index Tier 1 Monthly 3.3 Import price index Tier 1 Monthly 3.4 Export price index Tier 1 Monthly Set 4: Labour market 4.1 Unemployment Tier 1 Quarterly 4.2 Unemployment rate Tier 1 Quarterly 4.3 Employment total and by economic activity Tier 1 Quarterly 4.4 Hourly wage rate Tier 2 Quarterly 4.5 Hours of work Tier 2 Quarterly 12
13 Set 5: External sector Set 6: Financial sector Set 5: External sector Tier Frequency 5.1 Exports and imports (of goods and services) Tier 1 Monthly 5.2 International investment position (IIP), specify balances and Tier 2 Quarterly components 5.3 Official reserve assets Tier 1 Monthly 5.4 External debt (by sector, maturity and foreign currency) Tier 1 Quarterly Set 6: Financial sector 6.1 Central Bank net foreign assets Tier 1 Monthly 6.2 Central Bank domestic lending Tier 1 Monthly 6.3 Central Bank reserve money Tier 1 Monthly 6.4 Depository corporations net foreign assets Tier 1 Monthly 6.5 Depository corporations domestic lending Tier 1 Monthly 6.6 Depository corporations broad money liabilities Tier 1 Monthly 6.7 Other financial corporations balance sheet, assets and liabilities Tier 2 Monthly by sector. 6.8 Financial corporate profits Tier 2 Quarterly 6.9 Financial corporate debt Tier 2 Monthly 6.10 Others as relevant: nonperforming loans of depository corporations, capital adequacy ratios, other financial stability indicators, etc. Tier 3 Monthly 13
14 Set 7: General government sector Set 8: Household sector Set 7: General government sector Tier Frequency 7.1 Revenue Tier 1 Monthly 7.2 Expense Tier 1 Monthly 7.3 Net operating balance (= Revenue Expense) Tier 1 Monthly 7.4 Net acquisition of non-financial assets Tier 2 Quarterly 7.5 Expenditure Tier 2 Quarterly 7.6 Net lending/net borrowing (= Revenue -Expenditure) Tier 2 Quarterly 7.7 Gross debt Tier 2 Quarterly Set 8: Household sector 8.1 Household disposable income Tier 2 Quarterly 8.2 Household saving Tier 2 Quarterly 8.3 Household debt Tier 2 Quarterly 8.4 Other as relevant: household debt service and principal payments, and defaults on home mortgages, credit card debt and car loans etc. Tier 3 Quarterly 14
15 Set 9: Non-financial corporation sector Set 10: Financial market indicators Set 9: Non-financial corporations sector Tier Frequency 9.1 Non-financial corporate profits Tier 3 Quarterly 9.2 Non-financial corporate debt Tier 3 Quarterly 9.3 Other as relevant: net foreign exchange exposure, and the number of applications for protections from creditors, etc. Set 10: Financial market 10.1 Interest rates, as relevant short and long term money and bond market rates Tier 1 Monthly 10.2 Exchange rates, as relevant spot and forward markets Tier 1 Monthly 10.3 Nominal and real effective exchange rate Tier 1 Monthly 10.4 Stock market indicators Tier 1 Monthly 10.5 Others as relevant : spreads between lending and deposit rates, highest-lowest interbank rate; etc. 15
16 Set 11: Real estate market Set 12: Economic sentiment Set 11: Real estate market Tier Frequency 11.1 Residential property price index Tier 2 Quarterly 11.2 New house sales Tier 3 Monthly 11.3 Existing house sales Tier 3 Monthly Set 12: Economic sentiment 12.1 Consumer confidence Tier 2 Monthly 12.2 Business confidence Tier 2 Monthly 12.3 Composite Business Cycle Indicators Leading Indicator Tier 3 Monthly Coincident Indicator Tier 3 Monthly Lagging Indicator Tier 3 Monthly 16
17 Handbook on Data Template and metadata for short-term statistics Objectives: Presents an internationally-endorsed data template and metadata for short-term statistics for the purpose of macroeconomic surveillance, early warning of economic and financial vulnerabilities and detection of turning points in business cycles; To provide methodological guidance on the calculation of the indicators and their use; To describe the statistical and analytical properties of short-term economic indicators: why they are relevant in explaining economic activity; how they relate to an integrated set of short-term economic statistics of quarterly national accounts and component data. Target audience: both compilers and users of the indicators. 17
18 Outline of the Handbook Chapter 1: Data template for short-term statistics Chapter 2: Statistical standards, recommendations and compilation guidance for short-term statistics Chapter 3: Metadata structure for the data template for short-term statistics Chapter 4: Analytical Indicators Chapter 5: National data hubs for short-term statistics Chapter 6: Implementing the data template for short-term statistics 18
19 Chapter 1: Data template for short-term statistics Presents the data template Describes scope and coverage, and the analytical and statistical framework Relates the data template with other frameworks for short-term statistics: Principal European economic indicators Principal global indicators UN ESCAP s core set of economic statistics 19
20 Chapter 2: Statistical standards, recommendations and compilation guidance Provides overview of statistical standards and compilation guidance Describes data sources and collection methods Repositories Knowledge Base on Economic Statistics ( Global Inventory on Statistical Standards ( 20
21 Chapter 3: Metadata structure for the data template for short-term statistics Provides overview of metadata Descriptive data about object Explains need for statistical metadata Ensure transparency about the indicators which are disseminated Ensure harmonization in the content and structure of statistical data to be exchanged Provides overview of statistical metadata standards Data Documentation Initiative (DDI) the General Data Dissemination System (GDDS), Special Data Dissemination Standard (SDDS) and Special Data Dissemination Standard Plus (SDDS Plus) Statistical data and metadata exchange (SDMX) Suggests metadata applicable to short-term statistics Need to be short and general to be valid for all countries Based on SDMX to support data exchange Provides examples of metadata structure 21
22 Chapter 4: Analytical Indicators Explores in more detail additional analytical indicators that can be derived from the indicators in the data template for further analysis; Presents and describes 3 groups of analytical indicators: Growth rate indicators; Ratio indicators; Share indicators. 22
23 Chapter 5: National Data Hubs for short-term statistics Explains the importance of a national data hub to centralize short-term statistics that follow international statistical standards, possibly produced by various institutions in a country, and to make them available at a single access point. Describes desired characteristics of data hubs and steps to be considered for their setup: Definition of scope; Timeliness and periodicity of data; Metadata; Data collection and dissemination; Maintenance. Provides examples from countries. 23
24 Examples of benefits for National data hubs: Improve access to core set of indicators; Promote the harmonization of dissemination processes among institutions; Foster the harmonization of concepts, definitions and statistical classifications among institutions in the country; Can serve as an opportunity to streamline and coordinate statistical activities reducing duplication of work. 24
25 Country examples: KOreanStatistical Information Service (KOSIS) Source: 25
26 Country example: Dataportal of the United Arab Emirates Source: National Bureau of Statistics UAE, at: 26
27 Country example: Data hub in India Source: Ministry of Finance, Department of Economic Affairs 27
28 Chapter 6: Implementing the data template for short-term statistics Draws upon the elements of the implementation programmefor the 2008 SNA and supporting statistics Provides strategies for establishing data template which are based on the principles of Strategic planning; Coordination, monitoring and reporting; Improving statistical systems. 28
29 Principles are operationalized through: Establishing a common system wide consultative process comprising an assessment of the current strengths and weaknesses of the statistical production process, the development of goals to mitigate weaknesses and the development of a programmefor remedying shortcomings and implementation of national and sectoralcapacity building programmes; Establishing a common core set for sectoraland structural short term statistics; Establishing a common structure for metadata template for sectoral and structural and short term statistics; Using a common questionnaire for the self-assessment of strengths and weaknesses of the statistical production process. 29
30 Self-assessment questionnaire To assist countries in taking stock of the current situation with regard the short term indicators of the Data Template To form the basis for an action plan to improve the availability, quality and timeliness of the short-term statistics For each indicator in the data template, questions cover: Dissemination and communication Metadata and data reporting Surveys and administrative sources Technical cooperation and capacity building 30
31 Preparation process Draft chapters are currently being prepared. Consolidated draft of handbook is expected to be circulated for global review in 4th quarter of If you wish to be included in global review or have any other questions, please 31
32 Thank you! 32
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