simulated study

USAGE SUMMARY

The phrase "simulated study" is correct and usable in written English.
It can be used to refer to a research study that is conducted in a controlled environment, often using models or simulations rather than real-world data. Example: "The researchers conducted a simulated study to analyze the effects of climate change on agricultural yields."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

30 human-written examples

Simulations using the parameter estimates for the different OATP1B1 genotype groups and a simulated study design matched to that reported by Pasanen et al. were able to recover the clinical data well.

CPT: Pharmacometrics and Systems Pharmacology

The simulated study is followed by a study involving actual measured data for the case of an F-shape test structure.

Journal of Sound and Vibration

The study setting (private or open-plan), environmental color (blue, red, or white), and study material (reading or math comprehension) were manipulated in a simulated study environment to determine their effects on adult students' mood, satisfaction, motivation, and performance.

Journal of Environmental Psychology

The effectiveness of the method is demonstrated through a simulated study and then by experimental studies on a beam and a more complex F-shape structure, which resembles in shape to the skeleton of a drilling or milling machine tool.

Mechanical Systems and Signal Processing

The impact load identification approach is qualified through the simulated and experimental studies for a two-plate coupling structural system and the simulated study for a three-plate coupling structure system.

Mechanical Systems and Signal Processing

As a graduate student, Bankston participated in a grant-writing course that included a chance to review grant proposals in a simulated study section.

Science Magazine

Human-verified similar examples from authoritative sources

Similar Expressions

30 human-written examples

-Why do scientists conduct simulated studies before conducting experiments such as the Deep Impact study?

The New York Times

We varied the degree of confounding across simulated studies.

Critical Care

SNM was applied to normalize data from each of the 100 simulated studies.

Bioinformatics

$Precision is expressed as percentage estimation error, averaged across 1000 simulated studies for each CRR scenario.

BMC Medical Research Methodology

When simulated studies are not biased, the AITC method had the largest MSE, as compared with DTC and MTC methods.

BMC Medical Research Methodology

Expert writing Tips

Best practice

When describing the methodology, clearly state the parameters and assumptions used in the "simulated study" to ensure transparency and reproducibility.

Common error

Avoid exaggerating the direct applicability of "simulated study" results to real-world scenarios without proper validation. Emphasize the limitations and potential differences between the simulated environment and actual conditions.

Linguistic Context

The phrase "simulated study" functions as a descriptive term identifying a specific type of research methodology. It specifies that the study utilizes simulation techniques to model or replicate real-world conditions. Ludwig AI validates this usage through numerous examples across various scientific disciplines.

Expression frequency: Common

Frequent in

Science

96%

Academia

2%

News & Media

1%

Less common in

Formal & Business

1%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the term "simulated study" is a grammatically correct and frequently used phrase within academic and scientific writing. As confirmed by Ludwig AI, its primary function is to describe research conducted using models or simulations. The term's register is formal, and it's most commonly found in scientific publications. When using this term, clarity in defining the simulation parameters is crucial. Related phrases, such as "computer-based study" or "model-based analysis", can offer nuanced alternatives depending on the specific focus.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

laboratory simulation

Highlights the controlled laboratory conditions under which the study is performed.

virtual experiment

Highlights the experimental nature of the study conducted in a virtual setting.

digital twin study

Utilizes a digital replica to analyze real-world processes and prevent problems before they occur.

computer-based study

Focus shifts to the use of computers as the primary tool for simulation.

computational modeling

Similar to "computer-based study" but emphasizes the modeling aspect.

model-based analysis

Emphasizes the use of a model as the basis for analyzing data and drawing conclusions.

predictive analysis

Highlights the goal of predicting future outcomes based on the model.

theoretical investigation

Focuses on the conceptual or mathematical nature of the investigation.

controlled experiment

Focuses on the controlled environment of the experiment without necessarily involving simulation.

benchmarking exercise

Suggests a comparison against a standard or reference point, often used in performance evaluation.

FAQs

How can I effectively use "simulated study" in a research paper?

Use "simulated study" to describe a research approach that uses models or simulations to mimic real-world scenarios. It's common in fields like medicine, engineering, and social sciences to test hypotheses or predict outcomes in a controlled setting.

What is the difference between a "simulated study" and a real-world experiment?

A "simulated study" uses models or simulations to create an artificial environment, while a real-world experiment involves direct observation and manipulation of variables in a natural or field setting. The former allows for greater control and repeatability, whereas the latter provides more ecological validity.

Which phrases can replace "simulated study" in academic writing?

Alternatives include "computer-based study", "model-based analysis", or "virtual experiment", each emphasizing slightly different aspects of the methodology.

When is it appropriate to use a "simulated study" instead of an empirical study?

A "simulated study" is appropriate when conducting empirical research is impractical, unethical, or too costly. It allows researchers to test theories and models under controlled conditions before proceeding with real-world experiments.