low inference

USAGE SUMMARY

The phrase "low inference" is correct and usable in written English.
It can be used in contexts where you want to describe observations or statements that require minimal interpretation or assumption. Example: "The teacher provided low inference feedback on the student's work, focusing solely on the facts presented without adding personal opinions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Finally, relating class membership to additional low inference ratings of the videos revealed visible differences in the quality of the participants' conversations and provided evidence for the construct validity of the latent profile solution.

Learning and Individual Differences

This is a method of naturalistic inquiry that uses low inference interpretation to present facts using everyday language [ 22, 23].

BMC Medical Education

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Qualitative description is a low-inference interpretation that focuses on describing "the facts [ 21]".

Chiropractic and Manual Therapies

Evaluations were low-inference: no additional meaning was ascribed to a student's understanding beyond the words on the page.

CBE Life Sciences Education

In line with Sandelowski, one could say that QD involves low-inference interpretation meaning that even though description is the aim of QD interpretation is always present.

BMC Medical Research Methodology

A fundamental qualitative descriptive design [ 19] was utilised to enable a comprehensive, low-inference description of phenomena for the purpose of informing program development.

BMC Health Services Research

In terms of analysis this imposes certain limitations, as the low-inference approach reduces the ability to speak in general terms.

BMC Medical Research Methodology

Although the researchers primarily focused on different aspects of the data, due to the low-inference descriptions there was little disparity to be resolved in categorising the codes [ 23].

BMC Complementary and Alternative Medicine

Verbatims (i.e. direct quotations) as low-inference descriptors; focus groups consisting of men and women of varying ages; local people and traditional healers served for data triangulation; and multidisciplinary researchers for collecting, analysis, and interpretation of data (investigator triangulation).

Global Health Action

This is an inductive method that uses the naturalistic language of the informants to portray their 'perception and experience of the world and its phenomena' [ 14] with an emphasis on precise low-inference description, rather than in-depth interpretation or development of an explanatory hypothesis.

BMC Family Practice

AWS says those customers requiring a full GPU can save on an order of magnitude with Inferentia.To this end, AWS says AWS Inferentia delivers high throughput (hundreds of TOPS and banded together for thousands of TOPS) and low latency inference performance.

Forbes

Expert writing Tips

Best practice

When using "low inference", ensure the context clearly indicates that minimal interpretation or assumption is involved. Provide specific details to support the straightforward nature of your observations.

Common error

Avoid using "low inference" when subjective judgment significantly influences the interpretation. Always acknowledge any potential biases or limitations in your analysis.

Linguistic Context

The phrase "low inference" functions as an adjective phrase modifying a noun, describing a characteristic of that noun. This usage, as confirmed by Ludwig AI, indicates that minimal interpretation or assumption is required.

Expression frequency: Rare

Frequent in

Science

100%

News & Media

0%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "low inference" is an adjective phrase signifying interpretations or observations needing minimal subjective analysis. Ludwig AI confirms its grammatical correctness and highlights its prevalence in scientific contexts, where objectivity is key. Although less common, understanding its usage is vital for precise communication in research and academic settings. When writing, ensure the context clearly reflects the absence of significant subjective judgment. Be mindful of overstating objectivity to maintain analytical integrity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

minimal interpretation

Focuses on the reduced level of subjective analysis involved.

direct observation

Emphasizes the straightforward nature of the observation without additional processing.

factual description

Highlights the objective and unbiased representation of information.

unbiased assessment

Stresses the lack of prejudice or preconceived notions in the evaluation.

objective analysis

Focuses on the impartial and detached examination of data.

surface-level understanding

Implies a basic comprehension without delving into deeper complexities.

literal interpretation

Highlights the strict adherence to the explicit meaning of words or statements.

straightforward conclusion

Emphasizes the simplicity and clarity of the resulting deduction.

basic assessment

Refers to a fundamental evaluation that avoids extensive analysis.

elementary analysis

Indicates a simplified examination suitable for introductory purposes.

FAQs

How is "low inference" used in research?

In research, "low inference" refers to interpretations or observations that require minimal subjective analysis. This approach emphasizes direct evidence and reduces the potential for researcher bias, aiming for objective and factual conclusions.

What are some alternatives to "low inference"?

You can use alternatives like "minimal interpretation", "direct observation", or "factual description" depending on the context. These phrases emphasize objectivity and a lack of subjective analysis.

In what fields is "low inference" commonly used?

"Low inference" is commonly used in fields like psychology, education, and medical research where objective observation and data interpretation are crucial to minimize bias and ensure reliable results.

How does "low inference" differ from high inference?

"Low inference" focuses on direct, factual observations requiring minimal interpretation, whereas high inference involves significant subjective analysis and drawing conclusions based on indirect evidence or broader theoretical frameworks.