data effectiveness

USAGE SUMMARY

The phrase "data effectiveness" is correct and usable in written English.
It can be used when discussing the efficiency and impact of data in various contexts, such as business, research, or technology. Example: "To improve our decision-making process, we need to focus on enhancing our data effectiveness."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Semi-supervised feature selection focuses on maximizing data effectiveness by using labeled and unlabeled data together [7].

EURASIP Journal on Audio, Speech, and Music Processing

Meanwhile, visualization-based tools should fulfill three requirements [102, 103]: expressiveness (demonstrate exactly the information contained in the data), effectiveness (related to cognitive capabilities of human visual system) and appropriateness (cost-value ratio for visualization benefit assessment).

Journal of Big Data

As a result of the analysis of the survey data, effectiveness of RES incentive system and other additional supports was assessed and its pros and cons in application were determined.

Renewable Energy

Of course, health economic data (effectiveness and resource utilisation) may be collected alongside a RCT.

British Journal of Nutrition

In this early view of real-world data, effectiveness of all-oral DAA regimens in HCV genotype 1 patients was concordant with results from registration trials.

Advances in Therapy

Since the transferability of results from one region to another (i.e. from developed to developing countries) was of particular interest to us, we analyzed in detail the origin of secondary data used in economic evaluations that apply models to generate results (epidemiological data, effectiveness data, data on resource use, data on costs).

BMC Public Health

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

However, current decision making is also informed by aggregate data on effectiveness and cost-effectiveness.

BMC Health Services Research

No drug name was mentioned, but data on effectiveness and side effects resemble the outcomes associated with statins.

BMC Medical Informatics and Decision Making

Studies describe novel MNH technologies, but data on effectiveness, safety, and unintended effects are missing.

BMC Pregnancy and Childbirth

21 However, the cost-effectiveness of such drugs will depend on their price and robust data on effectiveness.

Hepatology

"The data on effectiveness are not perfect, which is why we're doing a controlled study.

The New York Times - Health

Expert writing Tips

Best practice

When discussing data effectiveness, specify the context. For instance, clarify whether you're referring to effectiveness in decision-making, model training, or specific business processes.

Common error

Avoid vague statements like "the data is effective". Instead, clarify how the data is effective, providing specific metrics or examples to support your claim.

Linguistic Context

The phrase "data effectiveness" functions as a noun phrase, where 'data' acts as a noun adjunct modifying the noun 'effectiveness'. It denotes the degree to which data achieves its intended purpose or produces a desired result. Ludwig examples showcase its use in diverse contexts, from assessing research outcomes to evaluating the impact of incentives.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data effectiveness" is a phrase used to describe how well data achieves its intended purpose. Ludwig's analysis confirms its grammatical correctness, though it's used less frequently than other similar phrases. Its primary contexts are in science, news, and formal business settings, highlighting its importance in academic research and professional communication. While the term is valid, as also confirmed by Ludwig AI, consider specifying the context in which the data is effective for clarity. Alternatives like "data utility" or "data efficiency" can provide nuanced meanings based on the desired emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data utility

Replaces "effectiveness" with "utility", emphasizing the usefulness and value of the data.

data efficiency

Focuses on how efficiently the data is used or processed.

data impact

Highlights the influence or effect of the data.

data performance

Refers to how well the data functions in a specific context.

data value

Emphasizes the worth or significance of the data.

data potency

Suggests the data's power or strength to produce a particular effect.

data productiveness

Highlights the capacity of data to generate results.

data influence

Stresses data's capacity to affect decisions and outcomes.

data success

Refers to how successfully the data achieves its intended purpose.

data strategic value

Highlights the overall strategic benefit of the data.

FAQs

How can I measure "data effectiveness"?

Measuring "data effectiveness" depends on the context. It can involve assessing the accuracy, relevance, timeliness, and completeness of the data, as well as its impact on decision-making and outcomes. Metrics might include improved efficiency, reduced costs, or better insights.

What are some alternatives to the phrase "data effectiveness"?

Alternatives include "data utility", "data efficiency", "data impact", and "data value". The best choice depends on the specific aspect you want to emphasize.

What factors contribute to high "data effectiveness"?

Factors contributing to high "data effectiveness" include data quality, proper data governance, effective data analysis techniques, and alignment with business goals. Ensuring data is accurate, accessible, and used appropriately is crucial.

How does "data effectiveness" relate to data quality?

"Data effectiveness" is closely related to data quality. High-quality data is accurate, complete, and reliable, which directly contributes to its effectiveness in supporting decision-making and achieving desired outcomes. Poor data quality undermines "data effectiveness".