data anxiety

USAGE SUMMARY

The phrase "data anxiety" is correct and usable in written English.
It can be used to describe the stress or worry individuals feel regarding data management, analysis, or interpretation, especially in contexts involving technology or information overload. Example: "Many employees experience data anxiety when faced with large datasets and the pressure to derive meaningful insights quickly."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Questionnaires were also used to collect information about sociodemographic data, anxiety, pregnancy data and personality.

Journal of Psychosomatic Research

Otonomo's partnership with Daimler is expected to be the first of many where data brokers aid car manufacturers in managing data privacy elements, while assuaging customers' data anxiety.

Forbes

The following data were collected: socio-demographic parameters, pTNM stage, clinical data, anxiety (Spielberger trait anxiety inventory) [ 17, 18], depression (self-administered Beck Depression Inventory, BDI) [ 19], and QOL (functional assessment of chronic illness therapy, FACIT) scores [ 20- 22].

Health and Quality of Life Outcomes

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

PC makers are not merely out to ease our data anxieties with the new machines.

The New York Times - Tech

As the Big Data dialogue progresses and the information onslaught grows more acute, a single technology has quietly evolved that holds the promise to put our data anxieties to rest and it's been here all along.

Forbes

We collected data on anxiety (state scale of the Spielberger State Trait Anxiety Inventory) (Spielberger et al, 1983), depression (Center for Epidemiologic Studies Depression Scale) (Radloff, 1977), and cancer related distress (Impact of Event Scale) (Horowitz et al, 1979).

British Journal of Cancer

Only one study published data on anxiety during triple therapy and found a comparable reported rate of anxiety in patients treated with triple therapy (10%) versus standard therapy alone (12%) [ 4].

BMC Gastroenterology

Data for anxiety, depression and stress were obtained using the shortened version of the Depression, Anxiety and Stress Scale (DASS-21) [ 25].

BMC Musculoskeletal Disorders

Data on anxiety disorders in dementia caregivers are scarce but suggest that 1 in 3 caregivers suffers from an anxiety disorder [ 9].

BMC Geriatrics

According to the data, intern anxiety slightly decreased after internship.

Journal of Hospitality, Leisure, Sport & Tourism Education

The data on anxiety among 18- and 19-year-olds is even starker.

The Washington Post

Expert writing Tips

Best practice

When discussing the negative impacts of data, use the phrase "data anxiety" to succinctly convey the stress and unease individuals may experience.

Common error

Be specific about the source of the anxiety. "Data anxiety" refers specifically to anxiety related to data, not general feelings of unease or stress. Ensure the context clearly links the anxiety to data management, analysis, or privacy concerns.

Linguistic Context

"Data anxiety" functions primarily as a noun phrase. It refers to the feeling of unease, worry, or stress associated with dealing with data. Ludwig indicates its use in contexts involving sociodemographic data, clinical data, and data privacy.

Expression frequency: Rare

Frequent in

Science

33%

News & Media

33%

Formal & Business

33%

Less common in

Formal & Business

0%

Science

0%

News & Media

0%

Ludwig's WRAP-UP

In summary, "data anxiety" is a grammatically sound noun phrase used to describe the stress or worry associated with data. Ludwig AI indicates that it's a correct and usable phrase, particularly in contexts involving technology or information overload. While not overly common, its meaning is clear. It can be used in a variety of source types. Related phrases include "information overload anxiety" and "data-related stress". Be sure that the source of the anxiety is the data itself, as confusing it with general anxiety can be a common error. While the frequency is only rare, it's a useful term when the context is appropriate.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

information overload anxiety

Combines the concept of excessive information with the feeling of anxiety.

data-related stress

Replaces "anxiety" with "stress" to convey a similar but potentially less intense feeling.

apprehension about data

Uses "apprehension" to suggest a more anticipatory form of worry.

unease with data handling

Focuses on the discomfort associated with managing data.

data-induced worry

Highlights that data is the source of the worry.

fear of data mismanagement

Emphasizes the fear associated with not handling data correctly.

data processing concerns

Shifts the focus to concerns related to the processing of data.

digital data phobia

Expresses data anxiety as a phobia.

data interpretation stress

Focuses on the stress of interpreting data.

stress related to data

General way of expressing stress triggered by data.

FAQs

How can I use "data anxiety" in a sentence?

You can use "data anxiety" to describe feelings of stress or worry related to data management, analysis, or interpretation. For example: "Many employees experience "data anxiety" when faced with large datasets." or "The company is working to reduce "data anxiety" among its staff by providing better training".

What is the difference between "data anxiety" and "information overload"?

"Information overload" refers to the state of being overwhelmed by too much information, while "data anxiety" specifically refers to the stress or worry caused by dealing with data. While related, "data anxiety" focuses on the emotional response to data, and "information overload" describes a state of being.

Which is correct, "data anxiety" or "anxiety about data"?

Both phrases are correct and usable, but "data anxiety" is more concise and specific. "Anxiety about data" is a more general way to express the same concept, while "data anxiety" is a more established term.

What are some alternatives to "data anxiety"?

Alternatives include "information overload anxiety", "data-related stress", or "apprehension about data" depending on the specific nuance you want to convey.