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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
evidence-based reasoning
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "evidence-based reasoning" is correct and usable in written English.
You can use it in contexts where you are discussing decision-making or conclusions that are grounded in empirical evidence or research findings. Example: "In our analysis, we employed evidence-based reasoning to ensure that our conclusions were supported by the latest scientific studies."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
facts
verifiable facts
policy making
informed judgment
empirical argument
testable hypothesis
a scientific basis
a cultural basis
a scientific study
a precautionary basis
empirically validated argument
empirical rationale
evidence for reasoning
supportive reasoning
underlying justification
basis for reasoning
material reasoning
rational explanations
sound reasons
valid justifications
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
23 human-written examples
The assessment triangle (Pellegrino et al. 2001), as a crucial assessment design concept, is based on the rational of evidence-based reasoning and links three corners in a coherent manner: (A) the cognition corner, (B) the observation corner, and (C) the interpretation corner.
Thus, we propose that a model to shift learning from lower-order declarative knowledge to evolution-based higher-order integration in these labs would reduce overall lower-order content, increase time efficiency through hands-on pre-lab activities, and increase evidence-based reasoning through written post-labs that emphasize evolution-based higher-order integration.
Hence many of the safety conclusions … are assumption-based, rather than evidence-based, reasoning".
News & Media
If all you have is text, the technologies of data extraction, sentiment analysis and Watson-like approaches to evidence-based reasoning will be useful.
News & Media
Defending the superiority of evidence-based reasoning over religious faith and philosophical thought experiments, Thagard argues that minds are brains and that reality is what science can discover.
Academia
Pendo helps to weight and aggregate evidence through a computational engine to support evidence-based reasoning, a well-documented deficiency in human decision-making.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
37 human-written examples
We reduced the phyla/divisions examined by students from 6 to 4 to focus students on the higher-order learning goals: emphasis on evolution-based higher-order integration of concepts and evidence-based science reasoning in the post-lab write up.
Pressing for evidence-based explanation – Reasoning with explanatory models through phenomena. .
Why do commonplace undergraduate labs utilize a "march through the phyla" format without much of an emphasis on evolution-based integration of concepts and evidence-based science reasoning?
We focused students on the evolution-based higher-order integration of concepts with a post-lab written report that incorporated integration and evidence-based science reasoning.
We proposed that a reduction in overall content and additional time with engaging hands-on activities focused on lower-order, foundational information could set the scene for students to improve their understanding of evolution-based higher-order integration of concepts and evidence-based science reasoning.
Expert writing Tips
Best practice
When writing about decisions or analyses, specify the type of evidence used in your "evidence-based reasoning" to enhance clarity and credibility.
Common error
Avoid constructing your "evidence-based reasoning" on a small or biased dataset. Ensure a comprehensive review of available evidence to avoid skewed conclusions.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "evidence-based reasoning" functions as a noun phrase, where "evidence-based" acts as an adjective modifying the noun "reasoning". It signifies a process or methodology of drawing conclusions or making decisions. Ludwig AI indicates it's a grammatically correct and usable phrase.
Frequent in
Science
68%
News & Media
24%
Academia
8%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "evidence-based reasoning" is a grammatically correct and commonly used phrase that signifies the use of empirical evidence and data to support conclusions and decisions. Ludwig AI confirms its validity. It is predominantly used in scientific, academic, and news contexts, emphasizing objectivity and factual support. When using this phrase, it's best practice to specify the type of evidence to enhance clarity, while avoiding overreliance on limited or biased data. Alternatives such as "data-driven analysis" or "research-supported rationale" can be used to convey a similar meaning.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
data-driven analysis
Focuses on the use of data, rather than broader evidence, as the primary driver of analysis.
research-supported rationale
Highlights the backing of research as the foundation for a given rationale.
empirically supported logic
Emphasizes empirical evidence as the basis for logical deduction.
fact-based deduction
Stresses the use of verifiable facts in the deductive reasoning process.
scientifically grounded reasoning
Underscores the reliance on scientific principles and data for reasoning.
informed judgment
Highlights that the judgment is based on information and knowledge.
validated inference
Focuses on the validation process of making an inference based on available data.
logical analysis based on findings
Highlights the analytical aspect and its dependence on concrete findings.
experimentally derived conclusion
Focuses on the experimental nature of the derivation of conclusions.
substantiated inference
Emphasizes that the inference has been supported with proof or evidence.
FAQs
How is "evidence-based reasoning" applied in decision-making?
"Evidence-based reasoning" involves using credible evidence and data to inform and justify decisions. This approach requires analyzing available data, identifying patterns, and drawing conclusions that are supported by the "facts".
What distinguishes "evidence-based reasoning" from opinion-based reasoning?
"Evidence-based reasoning" relies on empirical data and "verifiable facts", while opinion-based reasoning is based on personal beliefs or subjective viewpoints. The former seeks objectivity through evidence, whereas the latter is inherently subjective.
When is it appropriate to use "evidence-based reasoning"?
"Evidence-based reasoning" is particularly appropriate in situations where decisions have significant impacts and require a high degree of accuracy and reliability, such as in scientific research, "policy making", and medical practices.
What are some alternatives to "evidence-based reasoning"?
Alternatives to "evidence-based reasoning" include "data-driven analysis", "research-supported rationale", and "empirically supported logic", which all emphasize the importance of factual information in the reasoning process.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested