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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
rough indicator
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "rough indicator" is correct and usable in written English.
It can be used when referring to a general or approximate measure of something, rather than a precise or exact figure. Example: "The number of visitors to our website serves as a rough indicator of our marketing campaign's success."
✓ Grammatically correct
Science
News & Media
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
49 human-written examples
The expected frequency of a GO category is We propose to use the ratio of observed to expected frequencies as a rough indicator of enrichment; a ratio above one indicates that the GO category is enriched in the sample with respect to its average expectation, while a ratio below one indicates a depleted GO category.
Science
There are no exact figures on the number of executives who are changing gears toward teaching, but a rough indicator of the new interest comes from the National Center for Education Information.
News & Media
Amfels also took on military projects whose details seemed to be known by every aspiring blue-collar worker in Cameron Park, and a rough indicator of its corporate health could be sighted from miles away.
News & Media
Using Super Bowl ads as a rough indicator of the high end of the market, he determined that in 2010 the price of an American's attention was six cents per minute.
News & Media
The point of exam results, rather than to be a rough indicator of a young person's academic development, has become to act as the means by which we judge teachers and schools.
News & Media
The buzz over Burger King, however, is a rough indicator that for every French person who decries the Americanization of French culture there is another who embraces the country's obsession with Americana, whether it comes in the form of fast food or Hollywood film noir.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
10 human-written examples
All the rough indicators of coverage converge and indicate an increase in coverage for the various antigens, a decrease in children lost to follow-up of BCG/DTCP1 and DTCP1/DTCP2, and a relative reduction in regional disparities.
We intend to show that such an approach, simple in its application and requiring no particular skills of analysis, makes it possible to go beyond the general indications provided by the rough indicators of coverage and obtain a truer picture of the real immunization activities in regions or health districts.
STOCKS Equity markets are good rough indicators of how investors look at a country's prospects — the productivity of its enterprises and the health of its financial system.
News & Media
Thermocouple temperatures serve only as rough indicators, secondary to the RHEED patterns.
Science
Although the number of strong-motion records at a couple of stations is not adequate due to low seismicity, we provide the standard deviations of spectral ratios as rough indicators of variability.
Science
Expert writing Tips
Best practice
When using "rough indicator", clarify the limitations of the measure. Explain why it's being used despite its lack of precision and what factors might influence its accuracy.
Common error
Avoid presenting a "rough indicator" as a definitive or conclusive measure. Always acknowledge its limitations and potential inaccuracies to prevent misinterpretations.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "rough indicator" functions as a noun phrase that modifies another noun, specifying the type of indicator being referred to. As Ludwig AI suggests, it is typically used when a precise measure is not available or necessary.
Frequent in
Science
77%
News & Media
21%
Wiki
2%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "rough indicator" is a commonly used phrase to describe a measure that is approximate but still provides a general understanding. As Ludwig AI confirms, it is grammatically sound and usable across diverse contexts, particularly in science and news. When using this phrase, it's crucial to acknowledge the measure's limitations and avoid overstating its reliability. Consider alternatives like "approximate gauge" or "general estimate" depending on the specific context. Overall, using "rough indicator" effectively involves balancing transparency about the data's limitations with its potential utility.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
rough estimate
Focuses on the estimation aspect, highlighting its approximate nature.
approximate gauge
Replaces "indicator" with a synonym implying a measuring device, maintains the sense of approximation.
general estimate
Substitutes "rough" with "general" and "indicator" with "estimate", both suggesting a lack of precision.
crude measure
Uses "crude" instead of "rough" and "measure" instead of "indicator", emphasizing simplicity and lack of refinement.
basic approximation
Highlights the fundamental and not necessarily precise nature of the indicator.
imprecise metric
Replaces "rough" with "imprecise" and "indicator" with "metric", focusing on the lack of exactness in measurement.
ballpark figure
Implies an estimation within a reasonable range, rather than a specific point.
rule of thumb
Suggests a practical and approximate approach, not based on scientific accuracy.
preliminary assessment
Indicates an initial and potentially not fully accurate evaluation.
high-level indication
Emphasizes a broad overview, lacking specific details or precision.
FAQs
How can I use "rough indicator" in a sentence?
Use "rough indicator" to describe a measure that provides an approximate or general idea, but is not precise. For instance, "Website traffic can be a "rough indicator" of brand awareness."
What phrases can I use instead of "rough indicator"?
Alternatives include "approximate gauge", "general estimate", or "crude measure". The best choice depends on the specific context and desired nuance.
Is "rough indicator" a formal or informal expression?
"Rough indicator" is suitable for both formal and informal contexts. However, in highly formal or scientific writing, consider using synonyms that convey greater precision, if available, or clarify the limitations of a "rough indicator".
What does "rough indicator" imply about the data?
It implies that the data is not perfectly accurate or reliable, but it can still provide a useful general sense of the situation. Further investigation may be needed to get a more accurate picture or to see if there is something better than a "rough indicator".
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested