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Data Template and analytical indicators

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1 Data Template and analytical indicators
Workshop on Short-term economic indicators 8 October 2014, Hangzhou China Ilaria DiMatteo, UNSD 1

2 Outline Refresher on the Work programme Data template
Objective Deliverables Working group Data template Background Structure and content Handbook on Data template and metadata for short-term statistics Content Preparation process

3 Work programme Objective of work programme:
To establish an internationally accepted data and metadata template for short-term economic indicators for the purpose of macroeconomic surveillance, early warning of economic and financial vulnerabilities and detection of turning points in business cycles

4 Work programme Working group: Deliverables:
UNSD (lead institution) Eurostat Brazil NSO India NSO Deliverables: An internationally accepted data template together with corresponding reference metadata A statistical guide for the internationally accepted data template and metadata structure An updated knowledge base on economic statistics

5 Data Template It consists of an internationally agreed list of indicators and metadata for short term economic indicators for use: In macroeconomic surveillance For early warning of economic and financial vulnerabilities For detection of turning points in business cycles 5 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 short-term 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 at the UN Statistical Commission 6 6

7 Data template - Structure
Indicators are organized in 12 categories: National accounts Production and turnover Price indicators Labour market indicators External sector indicators Financial sector indicators General government sector indicators Household sector indicators Non-financial corporations sector indicators Financial market indicators Real estate market indicators Tendency indicators Composite Business Cycle indicators Macroeconomic growth and stability Sectoral vulnerabilities and developments Market conditions Economic sentiment

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 short-term indicators that are less widely available Tier 3 contains short-term indicators that have national significance, given the structure of the economy

9 Data template – Structure (3)
Each indicator presents a recommended/encouraged periodicity: Quarterly Monthly

10 Set 1: National Accounts

11 Set 2: Production and turnover

12 Set 3: Price indicators Set 4 :Labour market

13 Set 5: External sector indicators Set 6: Financial sector indicators

14 Set 7: General government sector indicators Set 8: Household sector indicators

15 Set 9: Non-financial corp
Set 9: Non-financial corp. sector indicators Set 10: Financial market indicators

16 Set 11: Real estate market indicators Set 12: Economic sentiment

17 Handbook on Data Template and metadata for short-term statistics
Objectives: 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

18 Outline of the Handbook
Chapter 1: Data template for short-term statistics Chapter 2: Availability of statistical standards and compilation guidance Chapter 3: Metadata structure for the data template Chapter 4: Analytical Indicators Chapter 5: National data hubs for short-term statistics Chapter 6: Strategy for establishing a short-term indicators data set

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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

20 Chapter 2: Availability of statistical standards 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 ( Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

21 Chapter 3: Metadata structure for the data template
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 GDDS/SDDS/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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

23 Chapter 5: National Data Hubs
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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

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

25 Country examples: KOrean Statistical Information Service (KOSIS)
project Source:

26 Country example: Data portal of the United Arab Emirates
Source: National Bureau of Statistics UAE, at:

27 Statistics Netherlands – Business Cycle Tracer
It traces the cyclical nature of economic developments. Periods of high growth alternate with periods of slow or growth or even decline Based on carefully selected 15 short term indicators Clear patterns can be viewed in the relative movements of the indicators Sentiment indicators (e.g. consumer and producer confidence) are the leading indicators in the cluster, while labour market indicators (e.g. unemployment and labour volume) lag somewhat. Business Cycle Tracer Source: Statistics Netherlands, at

28 Statistics Netherlands – Business Cycle Dashboard
The dashboard shows the graph of cycle for each indicator of the Business Cycle Tracer Each graph is given a colour, corresponding to the business cycle phase of the component indicator Source: Statistics Netherlands, at

29 Chapter 6: Strategy for establishing a short-term indicators data set
Draws upon the elements of the implementation programme for 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 Presents a Self-Assessment questionnaire to identify strengths and weaknesses in this area Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

30 Given the close relationship between the indicators in the data template and the statistics to be produced in the 2008 SNA framework, it is recommended that the strategy and action plan be incorporated into the national programme for implementing the 2008 SNA and supporting statistics

31 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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

32 Self-assessment questionnaire
Based on taxonomy of the Conference of European Statisticians Classification of International Statistical Activities 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 Chapter 1 Chapter 2 Chapter 3 Chapter 4 Chapter 5 Chapter 6

33 Preparation process Draft chapters are currently being prepared
Consolidated draft of handbook is expected to be circulated for global review in 4th quarter of 2014 If you wish to be included in global review or have any other questions, please

34 Thank you!


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