due to high workload

USAGE SUMMARY

The phrase 'due to high workload' is correct and can be used in written English.
It is typically used to explain why you are unable to perform a certain task or action. For example, "I'm sorry, I couldn't finish the project on time due to high workload."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

The system is designed to take into consideration the psychological issues related to all actors in the e-Healthcare society such as: stress due to high workload, anxiety, and loneliness.

Computers in Human Behavior

Eye-tracking measures indicate that in the baseline condition, participants tend to encode the visual display more broadly, where as those in the two DSS conditions may have experienced a degree of attentional tunnelling due to high workload.

International Journal of Human-Computer Studies

Due to high workload, doctors on IMC and ICU worked according to a two-shifts model (13 hours/day: 7 am-8 pm; 13 hours/night: 7 pm-8 am [1 hour handover]; 11 hours resting time in between; maximum 4 shifts in a row).

Health Economics Review

In a questionnaire survey, Chen and Ting found that MSDs in nurses in Taiwan are primarily due to high workload and work pressure [ 38, 39].

BMC Musculoskeletal Disorders

Patients receiving insufficient care due to high workload because of insufficient staffing are at risk for higher morbidity and mortality rates [ 3– 5].

BMC Health Services Research

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Due to high workloads and financial constraints we will not be able to assess the X family.

The Guardian

Despite intense efforts, it was difficult to recruit a large number of nurses to take part in the intervention due to high workloads in the CHC areas.

BMC Pediatrics

Conversely, lower levels of job satisfaction are due to high workloads (nurse-to-patient ratios), dissatisfaction with pay, poor communication with managers, and a lack of clinical autonomy [ 36].

BMC Nursing

Another limitation is that projects with no issues rarely elicited detailed responses, probably due to high workloads of Subcommittee members, and thus this paper concentrates on the concerns raised by local stakeholders about submitted projects.

BMC Health Services Research

Flexible flow shops are becoming increasingly common in industry practice due to higher workloads imposed by jobs.

International Journal of Production Economics

The relationship between leaner hospital nurse staffing ratios and higher likelihood of readmission may be explained by nurses having less time to engage in meaningful teaching and discharge preparation due to higher workloads.

BMJ Quality and Safety

Expert writing Tips

Best practice

Quantify the "high workload" whenever possible to provide context. For example, instead of saying "delays due to high workload", specify "delays due to a 60-hour work week".

Common error

Avoid using "due to high workload" as a blanket excuse. Ensure that the workload is genuinely the root cause and not a symptom of underlying inefficiencies or poor management.

Linguistic Context

The phrase "due to high workload" functions as an adverbial phrase, specifically a causal adjunct. It modifies a clause by indicating the reason or cause for something. As seen in Ludwig's examples, this phrase introduces the explanation for a particular outcome.

Expression frequency: Common

Frequent in

Science

75%

News & Media

16%

Formal & Business

9%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "due to high workload" is a grammatically sound and commonly used causal connector, primarily employed to explain or justify situations arising from demanding work conditions. Ludwig AI confirms its correct usage. The phrase is prevalent in scientific and news contexts, maintaining a neutral register suitable for professional communication. While effective, writers should strive for specificity by quantifying the workload and ensuring it's the direct cause of the described outcome. Alternatives like "owing to a heavy workload" or "as a result of a demanding workload" offer stylistic variations while retaining the core meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

owing to a heavy workload

Replaces "due to" with "owing to" and "high" with "heavy", slightly altering the tone while maintaining the meaning.

as a result of a demanding workload

Substitutes "due to" with "as a result of" and "high" with "demanding", providing a more formal alternative.

attributable to a substantial workload

Replaces "due to" with "attributable to" and "high" with "substantial", offering a more formal and precise alternative.

because of a large volume of work

Changes "due to high workload" to "because of a large volume of work", focusing on the quantity of work.

stemming from intense work demands

Replaces "due to" with "stemming from" and "high workload" with "intense work demands", presenting a more concise alternative.

on account of considerable work pressures

Substitutes "due to" with "on account of" and "high workload" with "considerable work pressures", emphasizing the pressure aspect.

in light of a significant workload

Changes "due to" to "in light of" and "high" to "significant", slightly altering the focus to acknowledging the workload's importance.

resulting from an excessive workload

Replaces "due to" with "resulting from" and "high" with "excessive", highlighting the overbearing nature of the workload.

consequent to increased job responsibilities

Substitutes "due to high workload" with "consequent to increased job responsibilities", focusing on the responsibilities that cause the workload.

ascribed to overwhelming job duties

Replaces "due to" with "ascribed to" and "high workload" with "overwhelming job duties", emphasizing the overwhelming nature of the work.

FAQs

What are some alternatives to "due to high workload"?

You can use alternatives like "owing to a heavy workload", "as a result of a demanding workload", or "because of a large volume of work" depending on the context.

Is it grammatically correct to start a sentence with "due to high workload"?

While technically acceptable in some contexts, starting a sentence with "due to high workload" can sometimes sound awkward. It's often better to rephrase the sentence to place the cause after the effect, or use a different construction altogether.

How can I make my writing more specific when using "due to high workload"?

Instead of simply stating "due to high workload", provide context by quantifying the workload (e.g., "due to a 70-hour work week") or specifying the consequences (e.g., "delays are occurring due to high workload").

What's the difference between "because of high workload" and "due to high workload"?

"Due to" is generally used when the cause directly modifies a noun, while "because of" is used when the cause modifies a verb or entire clause. However, in modern usage, they are often used interchangeably. An example would be: "The delays are "because of high workload"".