according to the indicators

USAGE SUMMARY

The phrase "according to the indicators" is correct and usable in written English.
It can be used to introduce evidence or facts that support an idea or argument. For example: "According to the indicators, the economy has been steadily growing over the last five years."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

In the next step the Analytic Hierarchy Process is used to rank developed scenarios according to the goal: selection of the scenario with minimum negative environmental impact according to the indicators.

Energy

Fig. 1 Distribution of the units of feedback according to the indicators of the framework of analysis.

International Journal of Educational Technology in Higher Education

According to the indicators derived from the assessment system, the "weaknesses" in transportation and production services can be identified and used to propose targeted improvement measures.

Urban Rail Transit

Based on the initialization stage, the transmission is divided into four different modes according to the indicators sent back from the two relays.

EURASIP Journal on Wireless Communications and Networking

According to the indicators used to assess ES we investigated the nitrogen retention potential (for water purification), the sediment retention potential (for sediment retention), the runoff retention potential (for water retention), and the yield potential (for provision of food and fodder).

Ecological Processes

Essentially, we described levels of immunization coverage and their trends according to the indicators considered.

BMC International Health and Human Rights

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

According to the indicator, the IBP-3-9-2 was selecthe as the optimized topologies for heavy metal removal, due to the minimum RMSE and maximum R-squared.

Ecological Engineering

All indicators were dichotomized such that each participant either did or did not exhibit morbidity according to the indicator.

Health & Justice

According to the indicator for ozone depletion, aluminum is the material with the highest impact, as shown in Fig. 3.

Energy, Sustainability and Society

The box-plot in Figure 2 was also created according to the indicator-based adherence methodology.

BMC Health Services Research

The relationship between race/ethnicity and prediabetes prevalence varied according to the indicator used to measure prediabetes (Table 1).

Diabetes Care

Expert writing Tips

Best practice

When using "according to the indicators", ensure that the indicators are clearly defined and relevant to the context. This strengthens the credibility of your statement.

Common error

Avoid using "according to the indicators" without specifying what those indicators are. This can lead to ambiguity and weaken the persuasiveness of your argument. Always provide context or list the indicators.

Linguistic Context

The phrase "according to the indicators" functions as a prepositional phrase that introduces information derived from specific metrics or data points. It's used to provide a basis for a statement or conclusion, as seen in Ludwig's examples.

Expression frequency: Common

Frequent in

Science

64%

News & Media

14%

Formal & Business

8%

Less common in

Academia

6%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "according to the indicators" is a prepositional phrase used to introduce statements grounded in specific metrics or data. Ludwig AI confirms its grammatical correctness and common usage across various contexts, particularly in science, news and media, and formal business settings. To ensure clarity and credibility, it's crucial to clearly define the indicators being referenced. Alternatives like "based on the metrics" or "as the data suggests" can be used to convey similar meanings, but the precise nuance may differ. Using this phrase correctly enhances the objectivity and persuasiveness of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the metrics

Replaces "indicators" with a more general term, "metrics", focusing on measurement but slightly diminishing the emphasis on specific signals.

as the metrics suggest

Shifts the focus to the suggestion or implication arising from the metrics, rather than a direct assertion.

in light of the evidence

Replaces "indicators" with "evidence", broadening the base of information considered while maintaining a formal tone.

judging by the metrics

Presents a more subjective assessment, implying a degree of interpretation in evaluating the "indicators".

the data indicates that

Emphasizes the role of data in informing a conclusion, rather than focusing on specific "indicators".

the figures suggest

Replaces "indicators" with "figures", focusing on numerical data as the basis of the conclusion.

as shown by the data

Emphasizes the demonstrative power of the data, highlighting its role in revealing information.

following the metrics

Implies adherence to a set of predetermined metrics in reaching a conclusion.

the metrics point to

Suggests the metrics are directional, guiding towards a particular understanding or conclusion.

the trends suggest

Focuses specifically on the trends observed within the data, shifting the emphasis from individual indicators to overall patterns.

FAQs

How can I use "according to the indicators" in a sentence?

Use "according to the indicators" to introduce a statement that is based on specific metrics or data points. For example, "According to the indicators, the company's performance has improved significantly this quarter."

What are some alternatives to "according to the indicators"?

You can use alternatives such as "based on the metrics", "as the data suggests", or "in light of the evidence" depending on the specific context and nuance you want to convey.

Is it better to say "according to the indicator" or "according to the indicators"?

Use "according to the indicator" when referring to a single metric or data point. Use "according to the indicators" when referring to multiple metrics or data points.

What's the difference between "according to the indicators" and "based on the indicators"?

Both phrases are similar, but "according to the indicators" implies that the indicators are a source of information, while "based on the indicators" suggests that the indicators are the foundation or justification for a conclusion.