Healthcare expenditure statistics, produced to the international definitions of the System of Health Accounts 2011.

Subcategories may not sum to aggregates due to rounding.

UK healthcare expenditure data by financing scheme, function and provider, and additional analyses produced to internationally standardised definitions.

United Kingdom UK: Current Health Expenditure: % of GDP data was reported at 9.877 % in 2015. This records an increase from the previous number of 9.799 % for 2014. United Kingdom UK: Current Health Expenditure: % of GDP data is updated yearly, averaging 7.615 % from Dec 2000 (Median) to 2015, with 16 observations. The data reached an all-time high of 9.877 % in 2015 and a record low of 6.012 % in 2000. United Kingdom UK: Current Health Expenditure: % of GDP data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s UK – Table UK.World Bank: Health Statistics. Level of current health expenditure expressed as a percentage of GDP. Estimates of current health expenditures include healthcare goods and services consumed during each year. This indicator does not include capital health expenditures such as buildings, machinery, IT and stocks of vaccines for emergency or outbreaks.; ; World Health Organization Global Health Expenditure database (http://apps.who.int/nha/database).; Weighted average;

Historical dataset showing British Virgin Islands healthcare spending per capita by year from N/A to N/A.

A monthly-updated list of all financial transactions spending over £25,000 made by Black Country Healthcare NHS Foundation Trust, as part of the Government's commitment to transparency in expenditure.

United Kingdom UK: Domestic Private Health Expenditure: % of Current Health Expenditure data was reported at 19.638 % in 2015. This records a decrease from the previous number of 19.675 % for 2014. United Kingdom UK: Domestic Private Health Expenditure: % of Current Health Expenditure data is updated yearly, averaging 16.913 % from Dec 2000 (Median) to 2015, with 16 observations. The data reached an all-time high of 19.813 % in 2013 and a record low of 14.803 % in 2009. United Kingdom UK: Domestic Private Health Expenditure: % of Current Health Expenditure data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s UK – Table UK.World Bank: Health Statistics. Share of current health expenditures funded from domestic private sources. Domestic private sources include funds from households, corporations and non-profit organizations. Such expenditures can be either prepaid to voluntary health insurance or paid directly to healthcare providers.; ; World Health Organization Global Health Expenditure database (http://apps.who.int/nha/database).; Weighted average;

United Kingdom UK: Domestic Private Health Expenditure Per Capita: Current Price data was reported at 0.001 USD mn in 2015. This records a decrease from the previous number of 0.001 USD mn for 2014. United Kingdom UK: Domestic Private Health Expenditure Per Capita: Current Price data is updated yearly, averaging 0.001 USD mn from Dec 2000 (Median) to 2015, with 16 observations. The data reached an all-time high of 0.001 USD mn in 2014 and a record low of 0.000 USD mn in 2000. United Kingdom UK: Domestic Private Health Expenditure Per Capita: Current Price data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s UK – Table UK.World Bank: Health Statistics. Current private expenditures on health per capita expressed in current US dollars. Domestic private sources include funds from households, corporations and non-profit organizations. Such expenditures can be either prepaid to voluntary health insurance or paid directly to healthcare providers.; ; World Health Organization Global Health Expenditure database (http://apps.who.int/nha/database).; Weighted average;

A monthly updated list of all financial transactions spending over £25,000 made by ICHNT, as part of the Government's commitment to transparency in expenditure.

United Kingdom UK: Domestic General Government Health Expenditure: % of Current Health Expenditure data was reported at 80.352 % in 2015. This records an increase from the previous number of 80.316 % for 2014. United Kingdom UK: Domestic General Government Health Expenditure: % of Current Health Expenditure data is updated yearly, averaging 83.087 % from Dec 2000 (Median) to 2015, with 16 observations. The data reached an all-time high of 85.197 % in 2009 and a record low of 80.178 % in 2013. United Kingdom UK: Domestic General Government Health Expenditure: % of Current Health Expenditure data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s UK – Table UK.World Bank: Health Statistics. Share of current health expenditures funded from domestic public sources for health. Domestic public sources include domestic revenue as internal transfers and grants, transfers, subsidies to voluntary health insurance beneficiaries, non-profit institutions serving households (NPISH) or enterprise financing schemes as well as compulsory prepayment and social health insurance contributions. They do not include external resources spent by governments on health.; ; World Health Organization Global Health Expenditure database (http://apps.who.int/nha/database).; Weighted average;

A monthly-updated list of all financial transactions spending over £25,000 made by Ashton, Leigh and Wigan Community Healthcare NHS Trust, as part of the Government's commitment to transparency in expenditure. During the period from 1 April 2010 to 30 October 2010 we were operating as a provider arm of our local primary care trust - NHS Ashton, Leigh and Wigan.Our new metadata link is http://data.gov.uk/dataset/inancial-transaction-bridgewater-communityhealthcare

A monthly updated list of all financial transactions spending over £25,000 made by department, as part of the Government's commitment to transparency in expenditure.

Total healthcare expenditure in the UK as a percentage of GDP.

A monthly updated list of all financial transactions spending over £25,000, as part of the Goverment's commitment to transparency in expenditure.

BackgroundDespite the considerable health impact of coeliac disease (CD), reliable estimates of the impact of diagnosis on health care use and costs are lacking. AimsTo quantify the volume, type and costs, in a United Kingdom primary care setting, of healthcare resources used by individuals diagnosed with CD up to ten years before and after diagnosis, and to estimate medical costs associated with CD. MethodsA cohort of 3,646 CD cases and a parallel cohort of 32,973 matched controls, extracted from the General Practice Research Database (GPRD) over the period 1987–2005 were used i) to evaluate the impact of diagnosis on the average resource use and costs of cases; ii) to assess direct healthcare costs due to CD by comparing average resource use and costs incurred by cases vs. controls. ResultsAverage annual healthcare costs per patient increased by £310 (95% CI £299, £320) after diagnosis. CD cases experienced higher healthcare costs than controls both before diagnosis (mean difference £91; 95% CI: £86, £97) and after diagnosis (mean difference £354; 95% CI: £347, £361). These differences were driven mainly by higher test and referral costs before diagnosis, and by increased prescription costs after diagnosis. ConclusionsThis study shows significant additional primary care costs associated with coeliac disease. It provides novel evidence that will assist researchers evaluating interventions in this area, and will challenge policymakers, clinicians, researchers and the public to develop strategies that maximise the health benefits of the resources associated with this disease.

Introduction

Introducing the UK English Scripted Monologue Speech Dataset for the Healthcare Domain, a voice dataset built to accelerate the development and deployment of English language automatic speech recognition (ASR) systems, with a sharp focus on real-world healthcare interactions.

Speech Data

This dataset includes over 6,000 high-quality scripted audio prompts recorded in UK English, representing typical voice interactions found in the healthcare industry. The data is tailored for use in voice technology systems that power virtual assistants, patient-facing AI tools, and intelligent customer service platforms.

Topic Coverage

The prompts span a broad range of healthcare-specific interactions, such as:

Contextual Depth

To maximize authenticity, the prompts integrate linguistic elements and healthcare-specific terms such as:

These elements make the dataset exceptionally suited for training AI systems to understand and respond to natural healthcare-related speech patterns.

Transcription

Every audio recording is accompanied by a verbatim, manually verified transcription.

Introduction

This UK English Call Center Speech Dataset for the Healthcare industry is purpose-built to accelerate the development of English speech recognition, spoken language understanding, and conversational AI systems. With 30 Hours of unscripted, real-world conversations, it delivers the linguistic and contextual depth needed to build high-performance ASR models for medical and wellness-related customer service.

Created by FutureBeeAI, this dataset empowers voice AI teams, NLP researchers, and data scientists to develop domain-specific models for hospitals, clinics, insurance providers, and telemedicine platforms.

Speech Data

The dataset features 30 Hours of dual-channel call center conversations between native UK English speakers. These recordings cover a variety of healthcare support topics, enabling the development of speech technologies that are contextually aware and linguistically rich.

Topic Diversity

The dataset spans inbound and outbound calls, capturing a broad range of healthcare-specific interactions and sentiment types (positive, neutral, negative).

These real-world interactions help build speech models that understand healthcare domain nuances and user intent.

Transcription

Every audio file is accompanied by high-quality, manually created transcriptions in JSON format.

Metadata

Each conversation and speaker includes detailed metadata to support fine-tuned training and analysis.

Usage and Applications

This dataset can be used across a range of healthcare and voice AI use cases:

A monthly updated list of spending over £25000 made by Northern Devon Healthcare Trust as part of the government's commitment to transparency in public sector spend.

A monthly-updated list of all financial transactions spending over £25,000 made by Winchester and Eastleigh Healthcare NHS Trust, as part of the Government's commitment to transparency in expenditure.

About the Dataset:

Amazon is one of the biggest online retailers in the UK. With this dataset, you can get an in-depth idea of what products sell best, which SEO titles generate the most sales, the best price range for a product in a given category, and much more.

It took a lot of time and energy to prepare this original dataset, so don't forget to hit the upvote button! 😊💝

Similar Datasets:

Amazon Canada Products

Amazon India Products

Amazon USA Products

Interesting Task Ideas:

1. Uncover trending product categories and their sales performance.
2. Analyze customer ratings to find top-rated products.
3. Train a product title generator that can generate sales-worthy product titles based on products with the most sales.
4. Gain insight into the best price for any given product based on sales data and competition.
5. Identify which niches are the easiest to make sales in.
6. Gain insights into the general spending habits of online shoppers.
7. Use as a seed dataset for practicing database management and performance optimization.
8. Train (or learn to train) an AI-based search model to recommend Amazon products.

Checkout my other datasets

USA Unemployment Rates by Demographics & Race

USA Hispanic-White Wage Gap Dataset

Median and Avg Hourly Wages in the USA

Health Insurance Coverage in the USA

Black-White Wage Gap in the USA Dataset

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A monthly-updated list of all financial transactions spending over a threshold made by East Sussex Healthcare NHS Trust, as part of the Government's commitment to transparency in expenditure. April 2011 - September 2014 the threshold was £500. From October 2014 the threshold changed to £25000.