DataLoch works with data in several ways, including: collaborating with clinicians to improve the data quality; linking datasets to enable broad insights; translating data into common standard definitions; and maintaining a high-quality metadata dictionary. Critical to this work is the involvement of clinical experts from NHS Scotland who have a detailed understanding of routine data in health care and help the DataLoch team make sure the data are research-ready.

Our initial focus was on building a COVID-19 dataset to support clinicians and NHS partners in their ongoing COVID-19 response. These data have proven to be an invaluable resource enabling researchers and clinicians to generate new knowledge and insights. Feedback from our early contributors has helped inform improvements to the process and development of the data to support research beyond COVID-19.

Extracts include demographics, emergency attendances, inpatient admissions, ordered tests and investigations. These are complementary to the Lothian extracts from Scottish Morbidity Records.

Patient registration information and coded interactions (Read2) between NHS Lothian registered patients and GP practices (using EMIS or Vision) which participate in the DataLoch. This includes all clinical and non-clinical events the GPs have recorded for the patient.

A database of South-East Scotland residents diagnosed with Asthma, Chronic Obstructive Pulmonary Disease, Interstitial Lung Disease, Cystic Fibrosis or Wheeze containing research-ready data on demographics, diagnoses, events, measurements and medications.

Primary care, secondary care (Scottish Morbidity Records) and deaths data (NRS) where ICD10, OPCS and Read2 codes are mapped to Caliber phenotypes. Only records that can be mapped to Caliber Phenotypes are included in this dataset.

Laboratory test results for specimens processed in Lothian 'Blood Science' Laboratories. Numeric laboratory test results for 'Blood Sciences' throughout Lothian (Edinburgh Royal Infirmary, Western General Hospital and St John's Hospital at Howden), primarily from Haematology, Biochemistry and Immunology disciplines. Only tests analysed in Lothian Laboratories are included: testing undertaken by Lighthouse (some covid-19 testing), SNBTS (some blood grouping and tissue typing) and some point of care testing (e.g. capillary glucose or ketones) are not included.

NHS Lothian Regional Patients' data for visits to critical care (High Dependency or Intensive Care), as recorded in the Ward Watcher systems, at NHS Lothian hospitals: Royal Infirmary Edinburgh (RIE), Western General Hospital (WGH) or St John's Hospital at Howden. A limited extract of the regional database contributes to the Scottish Intensive Care Society Audit Group (SICSAG) database of patients admitted to adult general Intensive Care Units (ICU) in Scotland. Dataset include episodes, admission specialties, severity of illness (APACHE acute physiology), treatments (such as therapies, ACP, drugs, trials) and infections (Healthcare Associated Infections also known as Hospital Acquired Infections or nosocomial infections) and obstetrics.

NHS Lothian extracts for national reporting to Scottish Morbidity Records; Outpatients (SMR00), General/Acute Inpatients/Day Cases (SMR01), Maternity Inpatients/Day Cases (SMR02), Mental Health Inpatients/Day Cases (SMR04), Scottish Cancer Registry (SMR06).

Drugs and medical devices dispensed by community pharmacies since 2009 where the prescriber is located within NHS Lothian. Includes drug strength, formulation and dispensed quantity data. Dispensed prescriptions are coded using British National Formulary (BNF) hierarchy.

This dataset is published as Open DataThe Loch Lomond and The Trossachs National Park was established in July 2002 under The Loch Lomond and The Trossachs National Park Designation, Transitional and Consequential Provisions (Scotland) Order 2002. In the designation Order, the boundary is defined by the line on the deposited map. This dataset represents that line. The aim of Scotland's National Parks is to deliver better management of areas of outstanding natural and cultural heritage. They aim to: conserve and enhance the natural and cultural heritage, promote the sustainable use of natural resources of the area, promote understanding and enjoyment (including enjoyment in the form of recreation) of the special qualities of the area by the public and promote sustainable social and economic development of the communities of the area.

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