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handle is hein.crs/goveras0001 and id is 1 raw text is: Congressional Research Service
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October 21, 2024

Standardizing Federal Data: Categorizing Approaches

Congress has at times enacted laws that specifically require
federal agencies to use data standards, which establish
rules to enhance the usability of data. This In Focus
provides an overview of three topics related to data
standards in the federal context: (1) their role in federal data
management, (2) the terminology surrounding data
standards and some of the resulting implications for
Congress, and (3) categories for the data standards
Congress has required in statute. Further discussion of
federal data standards is available in CRS Report R48053,
Federal Data Management: Issues and Challenges in the
Use of Data Standards.
Federal Data Governance and Data Management
The Government Accountability Office (GAO) has
identified data standards as a key practice for governing and
managing data. GAO has described data governance as a
framework for ensuring that an agency's data are
transparent, accessible, and of sufficient quality to support
its mission; improve the efficiency and effectiveness of its
operations; and provide useful information to the public.
Data governance includes the authorities, roles,
responsibilities, organizational structures, policies,
processes, standards, and resources for the definition,
stewardship, production, security, and use of data. As such,
data governance is concerned with how to manage data and
is a precursor to data management, which is concerned with
implementation of those decisions.
Information Resources Management. Data governance
generally operates within a broader framework for
information resources management (IRM), which is
directed by the Paperwork Reduction Act (PRA; codified at
44 U.S.C. §§3501-3521). IRM is the process of managing
information and related resources (e.g., information
technology) to accomplish agency missions and to improve
agency performance (44 U.S.C. §3502(7)). The Office of
Management and Budget (OMB) is tasked with developing,
coordinating, and overseeing IRM policies among
executive branch agencies (44 U.S.C. §3504(a)(1)(A)).
When a law requires data standards for some federal
purpose, OMB often plays a role in forming such standards.
Agencies are also expected to manage information to meet
certain objectives, such as improving the use of information
within and outside of the agency (44 U.S.C. §3506(b)).
Under the PRA, program officials are responsible for
defining the program's information needs and developing
the strategies, systems, and capabilities to meet those needs
in consultation with the agency's chief information officer
and chief financial officer (44 U.S.C. §3506(a)(4)).
Congress has also established more specific data
governance and management responsibilities for individual
agencies or programs that operate outside of the PRA.

Chief Data Officers. Within agencies, chief data officers
(CDOs) are responsible for data management (44 U.S.C.
§3520). A 2017 House committee report suggested that
CDOs would improve data interoperability in the executive
branch and the transparency of federal data by centralizing
data management. Among other activities, an agency CDO
may work with stakeholders in the agency to demonstrate
how data analytics can address challenges and priorities,
including the role of data standards in these types of
projects; initiate the development of data standards to
educate stakeholders about the value of data management,
data architecture, and data-driven decisionmaking; and
facilitate a common language for data among data
stewards-those that have day-to-day data management and
data analysis roles.
Defining Data Standards for Federa Purposes
OMB, the General Services Administration, and National
Archives and Records Administration (NARA) jointly
maintain online resources for federal data management.
They have characterized the universe of data standards as
large, varied, and complex and indicated there is no
single, simple definition to adequately convey their
purposes for all the ways agencies may use them to manage
and use data. For example, data standards can dictate data
definitions, data types, data formats, and data structures and
relationships. Data standards include metadata standards
such as those required by NARA for permanent electronic
records transferred to it.
The adequacy of the term data standards is not always
straightforward. For example, the Bureau of the Fiscal
Service (BFS) maintains the standards for federal financial
spending data pursuant to requirements in the Digital
Accountability and Transparency Act of 2014 (DATA Act;
P.L. 113-101). While the law uses the term data standards,
BFS initially named its implementation of the requirements
the DATA Act Information Model Schema (DAIMS). In
2023, BFS said it rebranded DAIMS as the
Governmentwide Spending Data Model due to new
legislation and policies that went beyond the DATA Act.
Thus, three terms were used interchangeably: data
standards, information model schema, and data model.
Similarly, the Financial Data Transparency Act of 2022
(P.L. 117-263; 136 Stat. 3421) required several financial
regulatory agencies to promulgate joint standards for
certain data reported by financial entities to these agencies.
In a Federal Register notice of the proposed data standards,
the agencies noted that the area of data standards is rich
with well-established practices and also rapidly evolving
and discussed interpreting the meaning of certain words
used in the law. Specifically, the act indicates that the data
standards should, to the extent practicable, enable high

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