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Metadata management at Statistics Canada Alice Born Standards Division, Statistics Canada [email protected] FEDCASIC Workshop March 6-8, 2007

Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

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Page 1: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Metadata management at

Statistics Canada

Alice Born

Standards Division, Statistics Canada

[email protected]

FEDCASIC Workshop March 6-8, 2007

Page 2: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Outline

• Description of STC’s Integrated

Metadatabase (IMDB)

• Common metadata set

• Tools for entering metadata

• Registration – data elements, questions, etc.

• Integration

• STCwiki

Page 3: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

What’s needed for metadata management

• Disciplined approach to data and metadata

management - standards

• An agreed enterprise-wide metadata

architecture

• Standard, generic E2E processes: collection,

processing and dissemination of statistical

data and metadata

Page 4: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Statistical metadata at Statistics Canada

• Integrated Metadatabase (IMDB)

– Information about each of Statistics Canada’s 560+ current surveys

– Aimed at helping users interpret statistical data

• Survey description

• Survey instrument – questionnaires, questions

• Methodology

• Data accuracy

• Variables, classifications

– Also repository for all variables, classifications and questionnaires

Page 5: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

What is the IMDB based on?

• ISO/IEC 11179 Metadata Registries

• Corporate Metadata Repository (CMR) – USBC

(D. Gillman)

– Business dimension – supports survey life cycle

– Data dimension – data elements and value domains

– Questionnaire model

– Administration – registration

• Initially built to support data dissemination but

can be linked to other parts of the survey life cycle

Page 6: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Surveys and statistical activities- definition

• Metadata in the IMDB is organized around the

survey entity

• Three types of surveys:

• Direct – paper surveys, CAPI, CATI

• Administrative

• Derived – GDP, CPI

• Statistical activity is a group of surveys that share

common feature, common explanatory text

• e.g., System of National Accounts, Health

Page 7: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Regions

Organization

Contact

Documentation

Identification

Time Frame

Keyword

Theme

Survey

Universe

Frame

Survey instance

Instrument

Question

Data file

Methodology

Instrument design

Sampling

Data source

Error detection

Imputation

Estimation

Quality evaluation

Disclosure control

Revisions and seasonal

adjustment

Data accuracy

Data Element (ISO 11179)

Data Element Concept

Object Class

Property

Formula

Conceptual Domain

Value Domain

Stewardship

Identification

Classification

Statistical Activity

Page 8: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Common metadata set

Page 9: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Common metadata set – list of surveys

Page 10: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Common metadata set – survey instance

Page 11: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Common metadata set – list of variables

Page 12: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Common metadata set – data element

Page 13: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Data elements and value domains

Following ISO 11179 approach to defining

variables and reusing items:

• 85 object classes (statistical units)

• 290 characteristic items (properties)

• 506 data element concepts

• 1,059 value domains (non-enumerated and

enumerated - classifications)

• 1035 data elements (variables)

Page 14: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Loading metadata into IMDB

Page 15: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

CMR – Business dimension model

Statistical

Activity

Survey

Survey

Instance

Data File

Methodology

Questionnaires

Questions

Responses

Applications/

Software

Products

(COR)

Data elements

Frame and

Sample

Target

population

Survey Specification Manager

Page 16: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Registration of metadata

• Set of rules that apply to metadata registry

• Monitor source of metadata and quality of

the metadata

1. Registration status – identifies the quality

or progression of quality

2. Administrative status – stage in the

registration process

3. Registration level – level of conformance

or harmonization

Page 17: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Registration status

low

high

Progression

of

quality

Retired

Superseded

Incomplete

Candidate

Recorded

Qualified

Standard

Preferred standard

Application

Historical

Identifies the quality or progression of quality

Page 18: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Management of Registration status

Steward

Standards Division

Registrar

Incomplete

Candidate

Recorded

Qualified

Standard

Preferred standard Registration

Authority

Responsible

Owner

(Content)

(Completeness, accuracy,

adherence to quality and

terminological description

standards)

Retired

Superseded

Application

Historical

Submitter

Page 19: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Administrative status

Reserved for edit

Not registered New

Registered

Stages in registration process

De-registered

Page 20: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Registration level

North America

Canadian

Level of conformance or harmonization

International

Survey

Program

Division

Field

Branch

Agency

Page 21: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Data Element

Data Element Concept

Administered items requiring registration

Data elements - registration

Property

Object Class

Conceptual Domain

Value Domain

Survey

variable

Page 22: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Integration – next steps

PLANNING DESIGN COLLECTION PROCESSING ANALYSISDISSEMI-

NATION

XBRL

DDI

RESPONDENT

DATA USER

SDMX

STATISTICAL

OFFICE

CWM

METADATA MAPPING & INTERCHANGE

SYSTEMS

& TOOLS

SYSTEMS

& TOOLS

SYSTEMS

& TOOLS

SYSTEMS

& TOOLS

SYSTEMS

& TOOLS

CMRISO/IEC 11179NEUCHÂTEL

CONCEPTS / TERMS

SYSTEMS

& TOOLS

CONCEPT

SYSTEM

Page 23: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Metadata Schemes - STC

• XBRL (extensible business reporting language) –

financial data for business surveys

• DDI (data documentation initiative) - DLI

• SDMX (statistical data and metadata exchange) –

OECD’s NAWWE, education statistics, external debt

• CWM (common warehouse metamodel) – System of

National Accounts - IMDB

Page 24: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

Linking questions to IMDB

• Linking the Survey Specification Manager

(question blocks for household surveys) to

IMDB

• Potential for:

– Reuse of administrative layer in the IMDB

– Linking to other metadata (questions to data

elements and value domains, surveys)

– Populating the questionnaire model in the

IMDB from the SSM

Page 25: Metadata management at Statistics Canada › fedcasic › fc2007 › ppt › wp4_born.pdf · •290 characteristic items (properties) •506 data element concepts •1,059 value domains

STC Wiki