Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
availability of providers
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "availability of providers" is correct and usable in written English.
It can be used when discussing the presence or accessibility of service providers in a particular context, such as healthcare, technology, or customer service. Example: "The availability of providers in our area has improved significantly, allowing more patients to receive timely care."
✓ Grammatically correct
Science
Academia
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
31 human-written examples
The women strongly emphasized their desires for expanded availability of providers with both pregnancy and SCI knowledge to provide wider service choices.
Science
Since those living in metropolitan areas are higher educated and there is a higher availability of providers of SIT in these regions, these factors may in combination provide an explanation for the great variations in the vaccination rates and turnover between the five administrative regions in Denmark.
The availability of providers at the right time and place as well as the ability and willingness of patients to participate are critical issues as well.
Academia
Yet, the rising rate of twin cesarean deliveries, coupled with the national decline in operative obstetrics, raises concerns about the availability of providers who are skilled in twin vaginal birth.
Disparities continue to exist in the availability of providers including organizational types of providers such as Community Health Centers and Community Mental Health Centers.
Academia
Diagnosis and treatment timing is dependent on a variety of factors, including disease progression and symptoms, availability of providers, and patient adherence to treatment plans.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
29 human-written examples
Good quality refers to both technical competence and the fulfilment of users' criteria; the way the providers interact with them, waiting times, arrangements to ensure privacy, and even the availability of female providers to perform certain gynaecological procedures (11, 32– 32).
Science
Interestingly, being employed in unpaid housekeeping work and residing in urban area reduce the probability of seeking care from a public HF, which may reflect time constraints and greater availability of alternative providers.
Science
Effectively providing HIV/AIDS treatment in resource-limited settings requires careful consideration of the health human resources, including the availability of healthcare providers.
Science
This availability of healthcare providers was also somewhat problematic.
Science
Specifically, 5% of older adults perceived barriers pertaining to the availability of healthcare providers.
Science
Expert writing Tips
Best practice
When discussing healthcare, specify the type of provider (e.g., doctors, nurses, specialists) for clarity. For example: "The availability of providers specializing in geriatric care is crucial for our aging population."
Common error
Avoid assuming that everyone understands what type of "providers" you are referring to. Always clarify the context. For instance, don't just say "the availability of providers is low"; specify which providers (e.g., mental health professionals, primary care physicians) you're discussing.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "availability of providers" functions as a noun phrase, often serving as the subject or object of a sentence. It describes the extent to which service providers are accessible or present. Ludwig's examples show its use in contexts like healthcare and service delivery.
Frequent in
Science
65%
Academia
20%
News & Media
15%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "availability of providers" is a grammatically correct and commonly used noun phrase, particularly in scientific, academic, and professional settings. As confirmed by Ludwig, it effectively conveys the extent to which service providers are accessible. Common usage involves discussions about healthcare, highlighting the importance of specifying the type of provider. While "availability of providers" is prevalent in formal contexts, it's essential to ensure clarity in communication by defining the specific providers being referenced. Alternatives such as "provider accessibility" or "healthcare access" can be used depending on the specific context. The phrase’s relevance is underscored by its frequent appearance in authoritative sources related to healthcare and public health.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
provider accessibility
Focuses on how easily providers can be reached or accessed.
healthcare provider supply
Emphasizes the quantity of healthcare providers available.
provider presence
Highlights the existence and visibility of providers in a specific area.
access to providers
Stresses the ability to connect with and utilize provider services.
provider coverage
Indicates the extent to which providers are available across a population or region.
workforce availability
Refers to how readily the workforce can provide its specific services.
provider distribution
Highlights how the providers are spread across geographic region
healthcare access
Focus on the ability of people to get adequate healthcare or treatments.
provider network
Highlights structured or organized set of service providers
adequacy of providers
Expresses to what extent the number of providers meets the needs of the population
FAQs
How can I improve the "availability of providers" in rural areas?
Strategies include offering loan repayment programs for healthcare professionals, expanding telemedicine services, and increasing support for community health centers.
What factors affect the "availability of providers" in a given region?
Factors include funding levels, insurance reimbursement rates, training program capacity, and geographic distribution of the population.
What are some alternatives to saying "availability of providers"?
You could use phrases like "provider accessibility", "healthcare access", or "healthcare provider supply" depending on the context.
How does insurance coverage impact the "availability of providers" for patients?
Insurance coverage affects the number of providers willing to accept certain plans, influencing patient access to care. Limited coverage can reduce the "provider accessibility".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested