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datenbasierte

Datenbasierte is a German adjective that describes something grounded in data. It is formed from Daten (data) and basieren (to base on). In usage, datenbasierte modifies a noun and follows standard German inflection, as in datenbasierte Entscheidungen, datenbasierte Modelle oder datenbasierte Analytik.

The term is common in business, science and technology to indicate that a decision, method or evaluation

Related concepts include datengetrieben (data-driven), which emphasizes that data actively drives processes and outcomes, and datenorientiert

Limitations of datenbasierte methods include issues with data quality and representativeness, potential biases, and overreliance on

See also: data-driven, datengetrieben, Datenanalyse, Data Governance.

rests
on
empirical
data,
measurements
and
statistical
analysis
rather
than
solely
on
intuition
or
theory.
It
encompasses
activities
such
as
data
collection,
data
cleaning,
descriptive
and
predictive
analytics,
and
the
deployment
of
data-driven
algorithms.
In
many
contexts,
datenbasierte
approaches
are
linked
to
digital
transformation,
business
intelligence
and
evidence-based
practice.
(data-oriented),
which
highlights
a
focus
on
data
without
specifying
the
direction
of
influence.
Data
governance,
data
quality,
privacy
and
ethics
are
important
considerations
in
datenbasierte
work,
affecting
the
reliability
and
acceptability
of
results.
historical
data.
Transparent
reporting,
reproducibility
and
critical
evaluation
of
underlying
assumptions
are
important
to
maintain
credibility
in
datenbasierte
decision
making
and
modeling.