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officer has ultimate responsibility for data compliance and would report
directly to the board. An example of this scenario would be an organiza-
tion where the CIO has implemented a new data model, such as an IT asset
management/tracking system. The CIO ultimately owns all IT assets and
is the appropriate person to lead the data governance committee.
In scenario 2, the CEO and CFO have the responsibility for the data and
report directly to the board, followed by the CMO/CMIO/COO and the
CIO. As is the case in scenario 1, the other data governance committee
members are ancillary to the hierarchical body represented and have no
real reporting responsibilities. This scenario places the responsibility on
the CMO/CMIO/COO, followed by the CIO/Compliance officer and the
CEO/CFO. While these scenarios depict reasonable hierarchical models
within the data governance committee organizations that would leave a
single person or group of people within the committee responsible to the
board, organizations must be careful in adopting such hierarchy within
the committee as the interdisciplinary nature of the committee may be lost
and true oversight may cease to exist. Data governance oversight should
exist in an interdisciplinary and accountable setting and provide orga-
nizations with the guidance and oversight needed to ensure regulatory
compliance. In FigureĀ 6.4 , you will find a model for data governance and
compliance oversight where each member works as a team and the leader
varies based on the type of data addressed. The committee membership
reflects the scenarios depicted in TableĀ 6.2 .
PROCESS MANAGEMENT: DEFINING DATA
GOVERNANCE THROUGH IMPLEMENTING POLICY
STANDARDS AND APPROPRIATE STRATEGIES TO
ACHIEVE PRIVACY, SECURITY, AND COMPLIANCE
Within each organization there is a body of authorized users or key stake-
holders who are responsible for ensuring the successful implementation of
policies and procedures needed to govern data. This governance commit-
tee has institutional responsibility for the data integrity and as such will
be responsible for implementing policies and standards to ensure orga-
nizational adherence to regulations and standard operating procedures.
While the committee will face many challenges related to data governance,
 
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