Index

A

Acceptance

Access capability

Access management

maturity

requirements

Accuracy

Actionability

Alignment

Analysis

Analysts

leveraging

selection

Analytical hierarchy, operational versus

Analytical MDM

Analyze

Approach

rationale for

selecting

Attribute listing

Attributes

Auditing

B

Baseline measurements, readiness of

Baseline report, sample

Berson, Alex

Best practices, adopting

BI. See Business intelligence

Bottom-up architecture

Budgeting

Business access to data

Business case for MDM

Business constraints

overcoming

Business discipline, creating

Business intelligence

Business model, support of MDM

Business process automation

C

CAP. See Change acceleration process

Central hub and spoke architecture

Change acceleration process

Change management

challenge

Charter

communication of

establishing

ratifying

Chisholm, Malcolm

CHSA. See Central hub and spoke architecture

Classification

Cleansing

existing data

Client side validation

Collaborative partnerships

creating

Completeness

Conceptual model

Conformity

Consistency

Consolidation, data

Context

Controls

Core teams

Cost reduction

Council meetings

Country codes

Creating data

Cross-reference information

Culture, quality

Customer 360° view, defined

Customer data governance interaction

Customer data governance model, initiating

Customer data hub, entity management

Customer data management problems

Customer hierarchy, number of levels

Customer life cycle

Customer Master Data Management

Customer master, entry

Customer reference information

D

DAMA. See Data Management Association

Data access gatekeeper

Data access management

Data caretaking

Data classification

Data cleansing

Data consolidation

Data correction initiatives

Data dictionary

Data domains

Data element business definition

Data enrichment

Data entry point matrix

Data entry points, identifying

Data entry process behavior

Data federation

Data governance

charter

council

Data Governance Institute

Data governance model, initiating

Data integration

managing new requirements

Data maintenance

Data Management Association

Data management maturity level

Data management problems, examples

Data mart. See Data warehouse

Data matching

Data migration

considerations

strategies

Data ownership

Data problems, categories

Data profiling

spectrum

Data quality

baseline, establishing

control

dimensions

forum

forum flowchart

level agreements

model

participation

rule

process

Data scrubbing

Data stewards

leveraging

roles

Data stewardship, concept to practice

Data storage

Data synchronization

Data validation

Data warehouse

Data

business access to

creating

organizing for migration

Definition, data element

Design

Design team

Deterministic matching

DF. See Data federation

DGI. See Data Governance Institute

Discipline, business

Domain analysis

DQ. See Data quality

DQLA. See Data quality level agreements

Drivers

Dubov, Larry

Duplication discovery

Dyché, Jill

E

EDW. See Enterprise data warehouse

ELT. See Extract-Load-Transform

Emerging technology

Employee data

End of life

Enrichment

Enterprise data warehouse

Enterprise MDM

Enterprise rights management

Enterprise-wide model, achieving

Entities

Entity definition

Entity resolution

Entity type, attribute listing by

Entry relationship diagram

EOL. See End of life

ERD. See Entry relationship diagram

ERM. See Enterprise rights management

Error prevention

ETL. See Extract-Transform-Load

Executive involvement

Experts, process area

Extract-Load-Transform

Extract-Transform-Load

F

Final disposition

Fisher, Tony

Fitness assessment

Forum

Frequency distribution

G

Gartner, Inc.

Gatekeeper

Gatekeeper model, creating

Global Sourcebook of Address Data Management

Governance

council

maturity

data

Growth, revenue

H

Hayler, Andy

Harris, Jim

Hierarchy, customer

Hierarchy management

HM. See Hierarchy management

Hybrid approach

I

ILM. See Information lifecycle management

Implement

Implementation

Implementation plan, communication of

Improve

Improvements

communicating status

quality

value chain

Improving

Incident management

Information, where needed

Information lifecycle management

Initiatives, local

Integration, data

Integrity

Interdependency verification

Issues,

new

raising

resolving

IT

support of MDM

J

Jurisdiction

K

Key metrics

defining

reviewing

Key performance indicators

Key projects, completing

Knowledge

KPI. See Key performance indicators

L

Legal hierarchies, non-legal versus

Line of business

LOB. See Line of business

Loshin, David

M

Maintaining

data

Management needs, defining

Management requirements, access

Mapping

Mapping requirement categories

Master data, adaptability of

Master Data Management and Customer Integration for a Global Enterprise

Master Data Management

defined

results of

Matching

Maturity

gauging

governance

quality

recognizing

stewardship

Maturity dashboard

MDM. See Master Data Management

Measurement

Metadata

Metadata management needs, defining

Metrics

Migration

data

Mission

Monitoring

Monitors

defining

Mosely, Marty

Multiple hierarchies, single versus

N

NASCIO

Negative quality trends

Negatives, false

Nevala, Kimberly

Non-legal hierarchies, legal versus

Non-operational data

O

Objectives

Obsessive-Compulsive Data Quality

OCDQ. See Obsessive-Compulsive Data Quality

One-time data migration

Ongoing data migration

Operational data

Operational hierarchy, analytical versus

Operational MDM

Operational process areas

Organizational change

Originator

Outsourcing

P

Partnerships, creating

Pattern analysis

People

Performance indicators, reviewing

Physical records, virtual versus

Planning

Policies

enforcing

Positives, false

Postal code references

Priorities

managing

setting

Probabilistic matching

Problems, categories

Process area expert

Process core team

Process design

Process readiness

Processes

implementing

launch

managing

readiness of

testing

Profile

Profiling, data

Projects, communicating status

Pseudo-physical record

Q

Quality

agreements

control

culture

factors

forum

management

maturity

metrics

Quality baseline, establishing

Quality impacts, managing new

Quality improvement targets, defining

Quality model, implementing

Quality trends, negative

R

Record linkage

Redundancy analysis

Reengineering

Reference data

Reference source matching

Referential integrity

Registry

Requirement categories, mapping privileges

Requirements, managing

Resolving issues

Resourcing

Responsibilities

coordination of

Return on investment

Revenue growth

Rhind, Graham

Risk management

ROI. See Return on investment

Roles

coordination of

Rules, defining

S

SaaS. See Software as a service

Sarbanes-Oxley

Scope

Scorecards

SCRA. See Single central repository architecture

Scrubbing

Segmentation

data

Segmented business practices

Segregation of Duties

management

Server side validation

Service level agreements

Service requests

Service-oriented architecture

Simon, Phil

Single central repository architecture

Single hierarchies, multiple versus

SNIA. See Storage Networking Industry Association

SOA. See Service-oriented architecture

SoD. See Segregation of duties

Software as a service

SOX. See Sarbanes-Oxley

Specify

Staging area, data migration

Standardization

Standards

enforcing

Stewardship maturity

Storage Networking Industry Association

Survivorship determination

Synchronization

System administrator

T

Target entity

Team leads, identifying

Teams, keeping engaged

Technology

constraints, overcoming

influence on MDM

Temporary ongoing data migration

Threshold

Timeliness

Tools

positioning

readiness of

Top-down architecture

Transition, assisting

Type identification

U

Uniqueness

User access requirements

User group names

V

Validation

Value chain of improvement

VI. See Virtual integration

Virtual integration

Virtual records, physical versus