based on limited understanding

USAGE SUMMARY

The phrase "based on limited understanding" is correct and usable in written English.
You can use it when discussing conclusions or opinions that are formed without complete knowledge or information on a subject. Example: "The decision was made based on limited understanding of the situation, which may lead to unforeseen consequences."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Based on limited understanding, humanitarian assistance focused on protection of refugee and internally displaced person (IDP) communities, or the provision of sexual and reproductive health services for victims/survivors of sexual violence, is bound to be ineffective and inadequate.

Journal of International Humanitarian Action

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In this rejoinder, I demonstrate that not only are their criticisms based on limited geological understanding of fracking, but they are also on an incorrect analysis.

Landscape and Urban Planning

While the solar resource in Saudi Arabia and the Arabian Peninsula was believed to be significant based on limited past data, understanding the spatial and temporal variability requires significantly more data and analysis in order to optimize planning and siting solar energy power plants.

Solar Energy

The material parameters used in this rat cornea model were based on limited data, and improved understanding of the structure of the rat cornea could modify the results.

Biomechanics and Modeling in Mechanobiology

He refutes the claim that a changed medicine will evolve out of the integration of CAM treatments into conventional medicine because the integration is not a conceptual one but one based on a limited understanding of the concept of evidence.

BMC Complementary and Alternative Medicine

However, the PK/PD understanding is often limited by models based on limited data and lack of incorporation of biology.

CPT: Pharmacometrics and Systems Pharmacology

The current understanding is based on limited sequence data and not always compatible with available experimental results.

BMC Evolutionary Biology

5 Although several individuals have sounded calls to action, 1 2 6 current understanding is based on limited empirical data.

BMJ Open

Therefore our understanding of microvascular perfusion during IABP-support remains based on limited and conflicting data.

Critical Care

Having data from diverse eukaryotes is important for understanding kinase evolution, and testing conclusions from early studies based on limited kinomes.

BMC Genomics

To be sure, American analysts acknowledge that understanding the intentions of Iran's leadership is extremely difficult, and that their assessments are based on limited information.

The New York Times

Expert writing Tips

Best practice

When using "based on limited understanding", acknowledge the limitations of your knowledge to maintain transparency and avoid overstating conclusions. Provide context regarding what information is missing or uncertain.

Common error

Avoid making definitive statements when your analysis is "based on limited understanding". Qualify your claims and acknowledge potential alternative interpretations.

Linguistic Context

The phrase "based on limited understanding" functions as an adverbial phrase modifying a verb or clause. It indicates the condition or basis upon which an action, decision, or belief is founded. It serves to qualify a statement by acknowledging the incomplete nature of the underlying knowledge. As Ludwig AI suggests, using the phrase is a way of showing transparency and not overstating the conclusion.

Expression frequency: Common

Frequent in

Science

35%

News & Media

35%

Academia

15%

Less common in

Formal & Business

5%

Encyclopedias

5%

Reference

5%

Ludwig's WRAP-UP

The phrase "based on limited understanding" is a versatile prepositional phrase that adds a layer of caution and transparency to your writing. As Ludwig AI confirms, it's grammatically correct and commonly used across various fields, particularly in science, news, and academia. When using this phrase, it's crucial to acknowledge the inherent limitations and avoid making definitive statements as you are acting "on the basis of preliminary information". By providing such context, you enhance the credibility of your analysis and invite further exploration.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

given the incomplete data

Emphasizes the lack of comprehensive information available.

drawing from partial knowledge

Highlights the fragmented nature of the information used.

relying on scant information

Underscores the minimal amount of data influencing the assessment.

with a superficial grasp

Focuses on the lack of depth in understanding the subject.

using limited insight

Indicates a restricted perspective or comprehension.

on the basis of preliminary information

Stresses the early and potentially incomplete stage of the data.

from a restricted viewpoint

Highlights the narrow scope of the understanding.

with a rudimentary understanding

Emphasizes the basic or undeveloped nature of the knowledge.

considering the imperfect information available

Acknowledges the flaws and limitations of the data.

subject to informational constraints

Highlights the restrictions on available data.

FAQs

How can I use "based on limited understanding" in a sentence?

You can use "based on limited understanding" to preface an opinion or conclusion that you acknowledge may be incomplete or inaccurate due to a lack of sufficient information. For example: "Based on limited understanding of the data, I believe...".

What are some alternatives to "based on limited understanding"?

Alternatives include "given the incomplete data", "relying on scant information", or "drawing from partial knowledge", depending on the specific nuance you want to convey.

Is it better to say "based on limited understanding" or "due to insufficient knowledge"?

Both phrases are valid, but "based on limited understanding" emphasizes the subjective interpretation, while "due to insufficient knowledge" highlights the objective lack of information. The best choice depends on the context.

What does it mean when an assessment is "based on limited understanding"?

It signifies that the assessment or conclusion is preliminary and potentially subject to change as more information becomes available. The reliability of the assessment may be lower compared to one based on comprehensive data.