opposing data

USAGE SUMMARY

The phrase "opposing data" is correct and usable in written English.
It can be used when discussing information or evidence that contradicts or challenges a particular claim or hypothesis. Example: "The study presented opposing data that called into question the validity of the original findings."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

Furthermore, opposing data in the literature regarding inter-laminar connectivity give rise to profoundly different spatiotemporal patterns of activity in the cortex.

Neural Networks

It has been proposed that T lymphocytes are important players in postmenopausal osteoporosis [25] but opposing data have also been published [9].

Plosone

There are conflicting and opposing data with regard to the influence of osteoprotogerin on vascular calcification.

Bone Research

These trials have generated opposing data on putative efficacy but no important safety concerns have arisen.

Core Evidence

However, opposing data were reported in a different meta-analysis in 2005 [ 21].

BMC Psychiatry

Studies of pesticide-related symptoms also reported opposing data on rates for men and women.

American Journal of Industrial Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

Koum and Acton have said publicly that they oppose data tracking, another favorite practice of Facebook that undergirds its core business.

Huffington Post

These data seem to oppose data from the mast cell line HMC-1 where EFhd2 augmented up-regulation of NF-kB target genes after PMA/ionomycin stimulation [ 29], many of which are anti-apoptotic.

Cell Communication and Signaling

I oppose data-driven efforts to reform disciplinary policies when they are based on simplistic statistics.

Huffington Post

Using population-based data as opposed to data for a specific clinical cohort improves generalizability of the study results.

BMC Health Services Research

There are both advantages and disadvantages to using real-world service level data, as opposed to data collected within a formal research framework, which largely boil down to breadth versus depth issues.

BMC Psychiatry

Expert writing Tips

Best practice

When presenting "opposing data", clearly state the source and context of each dataset to avoid misinterpretation. Proper attribution enhances credibility.

Common error

Avoid making broad conclusions based solely on "opposing data" without considering the limitations of each study or dataset. Acknowledge potential biases and confounding variables.

Linguistic Context

The phrase "opposing data" functions primarily as a noun phrase, where "opposing" acts as an adjective modifying the noun "data". As Ludwig AI confirms, this is a correct and usable phrase in English. Examples show it being used to describe conflicting information in research and studies.

Expression frequency: Common

Frequent in

Science

75%

News & Media

20%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "opposing data" is a common and correct way to describe conflicting information, primarily in scientific and news contexts. As Ludwig AI confirms, the phrase is grammatically sound and widely used. When using this phrase, it's important to provide context for each dataset and avoid overgeneralizing conclusions. Alternatives like "conflicting data" or "contradictory findings" can be used to convey similar meanings. Always consider the limitations and potential biases when analyzing "opposing data" to ensure accurate interpretation and responsible reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

conflicting data

Replaces "opposing" with "conflicting", emphasizing the incompatibility of the data.

contradictory data

Uses "contradictory" to highlight the direct opposition between data sets.

conflicting evidence

Substitutes "data" with "evidence", broadening the scope to include various forms of support.

divergent data

Suggests that the data is moving in different directions or showing different trends.

contradictory findings

Replaces "data" with "findings", highlighting the results of research or investigation.

discrepant data

Emphasizes the inconsistencies and lack of agreement within the data.

inconsistent data

Focuses on the lack of uniformity and reliability in the data.

differing results

Focuses on the outcomes or conclusions derived from the data.

varying information

Highlights that the information presents differences and inconsistencies.

contrasting data points

Emphasizes the individual pieces of data that show opposition.

FAQs

How can I use "opposing data" in a research paper?

When presenting "opposing data" in a research paper, ensure you clearly cite each source and provide context for the findings. Explain any limitations or potential biases that might influence the results. You might also consider presenting "conflicting data" or "contradictory data".

What are some alternative ways to say "opposing data"?

Alternatives to "opposing data" include "conflicting evidence", "contradictory findings", or "divergent data", depending on the nuance you want to convey.

Is it always necessary to resolve "opposing data" in a study?

It's not always necessary to fully resolve "opposing data", but it's crucial to acknowledge and discuss the discrepancies. Explore potential reasons for the conflicting results and suggest avenues for future research to clarify the issue. It's also valid to present "inconsistent data".

What does it mean when research studies present "opposing data"?

When research studies yield "opposing data", it typically indicates that the topic is complex and influenced by various factors. It may also highlight differences in methodology, populations studied, or other variables. Recognize that there may be "varying information".