a range of indicators

USAGE SUMMARY

The phrase "a range of indicators" is correct and usable in written English.
It can be used when referring to various measures or signs that provide information about a particular situation or condition. Example: "The report presents a range of indicators that highlight the economic performance of the region."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The second pillar involves a range of indicators, such as wages, price indices and business confidence.

The Economist

Evidence also indicates poorer birth outcomes across a range of indicators in those studies that have compared teenage to older mothers [ 3].

BMC Pregnancy and Childbirth

The success of the programme is measured on a range of indicators, from behaviour at school to improved GCSE results.

The Guardian

What does Bernanke mean by "substantial improvement"?: "A broad-based improvement in a range of indicators," he says.

The Guardian - Business

We will continue to monitor a range of indicators as the fee increases work their way through the system".

The Guardian

A new "dashboard" will measure Michigan's progress across a range of indicators.

The Economist

Runners-up London borough of Richmond upon Thames for its improved performance across a range of indicators while reining in its overspend.

The Guardian

He aims to introduce a range of indicators and Ofsted-style measures that will allow all of us to compare the performances of different parts of the NHS.

The Guardian

"Complacency abounds on a range of indicators, flashing just as they did around prior interim peaks over the past decade".

Independent

But since the 1980s they have diverged on a range of indicators, from the age at which women have children to the age at which residents die.

The Economist

The United Nations' "human- development index" assesses countries across a range of indicators, such as schooling and life expectancy.America's official poverty measure is far simpler.

The Economist

Expert writing Tips

Best practice

When using "a range of indicators", be specific about what these indicators are to provide clarity and context for your audience. For example, instead of saying "a range of indicators showed improvement", specify "a range of indicators, including sales figures, customer satisfaction scores, and market share, showed improvement".

Common error

Avoid using "a range of indicators" as a vague placeholder. Always follow up with the actual indicators being referenced, or replace the phrase with a more specific term if the indicators are already clear from the context.

Linguistic Context

The phrase "a range of indicators" functions as a noun phrase. Ludwig AI confirms its common usage to refer to multiple factors providing insight into a specific situation, as illustrated by numerous examples.

Expression frequency: Very common

Frequent in

News & Media

48%

Science

43%

Formal & Business

9%

Less common in

Encyclopedias

1%

Reference

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "a range of indicators" is a grammatically correct and commonly used expression to signify that an assessment or conclusion is based on multiple factors. Ludwig AI confirms its widespread usage across various domains, especially in News & Media and Science. To maximize clarity, it is advisable to specify the actual indicators being referenced. Alternative phrases include "a variety of metrics" and "various measures". Although the phrase has a neutral tone, it could be perceived as vague if used without context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a variety of metrics

Replaces "range" with "variety" and "indicators" with the more quantitative term "metrics".

a selection of signs

Substitutes "range" with "selection" and "indicators" with "signs", implying a curated choice of signals.

various measures

Condenses the phrase to highlight the multiple actions taken for assessment.

multiple criteria

Focuses on the standards or benchmarks used for evaluation rather than the data points themselves.

an array of gauges

Uses "array" to emphasize the structured collection and "gauges" to suggest instruments of measurement.

a suite of benchmarks

Emphasizes the comprehensive and standardized nature of the measures.

a spectrum of metrics

Suggests a continuous scale or range of measurements.

a collection of indices

Replaces "indicators" with the more technical term "indices", implying a structured and calculated set of measures.

a host of factors

Highlights the numerous contributing elements considered.

several data points

Focuses on the individual pieces of information rather than the overarching concept of indicators.

FAQs

How can I use "a range of indicators" in a sentence?

Use "a range of indicators" when you want to show that an assessment is based on multiple data points. For example: "A range of indicators suggest that the economy is improving."

What are some alternatives to "a range of indicators"?

You can use alternatives like "a variety of metrics", "various measures", or "multiple criteria" depending on the context.

What's the difference between "a range of indicators" and "a set of indicators"?

"A range of indicators" implies a spectrum or variety of measures, while "a set of indicators" suggests a defined collection. The choice depends on whether you want to emphasize the diversity or the defined nature of the measures.

When is it appropriate to use "a range of indicators" in academic writing?

It's appropriate to use "a range of indicators" in academic writing when discussing the methodology or results of a study that considers multiple measures or data points to support a conclusion. Ensure you clearly specify which indicators you are referencing.