later stage data

USAGE SUMMARY

The phrase "later stage data" is correct and usable in written English.
It can be used when referring to data collected or analyzed at a subsequent phase of a project or study. Example: "The later stage data revealed significant trends that were not apparent in the initial analysis."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Three days after treatment, stained CF SCC3193 -treated CF SCC3193 -treatedd not exhibit cytoprotonemalrinkage suggesting that this response does not develop at a later stage (data not shown).

BMC Plant Biology

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

However we identified expression of EN and GsbN in NB 7-3 progeny at later stages (data not shown).

Plosone

Interestingly, caspase-3 activation was only detectable during primitive hematopoiesis in these TERT morphants from 19 24 hpf, and not at later stages (data not shown).

Plosone

As with fra and netAB Δ mutants the gap was also closed at later stages (data not shown).

Biology Open

Computer Assisted Qualitative Data Analysis Software CAQDASS) is particularly useful at this stage because it can speed up the process and ensures that, at later stages, data is easily retrievable.

BMC Medical Research Methodology

This delay was comparable to netAB Δ mutants at stage 12, but by stage 13 fra mutants still exhibited a gap (unlike netAB Δ mutants) (Fig. 4G), though this was closed at later stages (data not shown).

Biology Open

Early on, we expect pharma to invest primarily in later-stage data transformations instead of applying these standards throughout their data collection and storage pipelines — which will be big business for companies like Capsenta, which can make quick wine out of dirty water.

TechCrunch

The removed duplicate reactions were considered in the later stage of data analysis after all statistical calculations.

BMC Systems Biology

The results of the remaining relevant reviews will be summarised and entered into the synthesis individually at a later stage (see data synthesis RQ2).

BMJ Open

At a later stage these data may be useful to evaluate programme outcomes, analyse predictors of treatment outcomes, or assess factors influencing programme or treatment effectiveness.

BMC Medical Ethics

Thus, an important original reason for employment of the UMAT and interview at UNSW was based on the rationality of differentiation, rather than predicting specific program outcomes, whilst recognising that validity would be examined at a later stage when data and resources permitted.

BMC Medical Education

Expert writing Tips

Best practice

When using "later stage data", ensure the context clearly establishes what earlier stages are being referenced for proper understanding.

Common error

Avoid using "later stage data" without defining the initial stages to provide a clear point of comparison and avoid ambiguity.

Linguistic Context

The phrase "later stage data" functions as a noun phrase where "later stage" acts as an adjective modifying the noun "data". It's used to specify that the data being referred to comes from a subsequent or more advanced phase of a process, study, or project. As Ludwig AI states, the phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

65%

News & Media

20%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "later stage data" is a grammatically correct and understandable way to reference data collected or analyzed during a subsequent or advanced phase of a process. As confirmed by Ludwig AI, it is suitable for use in written English. While not extremely common, its usage is notable in scientific and news contexts, reflecting its role in providing specific context and distinction from earlier data. Alternatives like "subsequent phase data" or "advanced stage data" can be used to diversify language, but clarity and context are key to effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

subsequent phase data

Replaces 'later' with 'subsequent' to denote a following phase.

advanced stage data

Substitutes 'later' with 'advanced', emphasizing progression.

final phase data

Focuses on the concluding aspect by using 'final'.

end stage data

Highlights data from the terminal phase.

follow-up data

Indicates data collected in a follow-up study or phase.

downstream data

Implies a progression, commonly used in processes.

secondary data

Denotes a secondary collection or analysis of data.

post-intervention data

Specifically refers to data collected after an intervention.

longitudinal data

Highlights the aspect of data collected over a period of time.

final-period information

Replaces 'stage data' to 'final-period information' which is more common in business contexts.

FAQs

How can I use "later stage data" in a sentence?

You can use "later stage data" to refer to information gathered or analyzed at a subsequent point in a process. For example, "The "later stage data" revealed significant trends that were not apparent in the initial analysis."

What is another way to say "later stage data"?

Alternatives to "later stage data" include "subsequent phase data", "advanced stage data", or "follow-up data" depending on the specific context.

What does "later stage data" mean in research?

In research, "later stage data" typically refers to data collected or analyzed during the concluding phases of a study or experiment, often used to validate or expand upon earlier findings.

How does "later stage data" compare to preliminary data?

"Later stage data" represents findings from advanced phases of analysis, whereas preliminary data is initial or early-phase information. The former is often more refined and conclusive.