Osteoarthritis Clinical Trial
Official title:
The Role of Patient Factors, Surgical Factors and Hospital Factors Upon Patient Outcomes and NHS Costs in the Treatment of Upper Limb Musculoskeletal Conditions: Spatial and Iongitudinal Analysis of Routine Data
Surgery is a common treatment type for damaged joints, tendons and nerves in the upper limb where conservative measures are inappropriate or have failed. These conditions are common and result in significant levels of pain and functional disability. The investigators are conducting a broad ranging study of variation in the provision of surgical treatment and factors affecting outcomes after surgical treatment of upper limb conditions. This will be a population-based study of all patients undergoing surgical treatment funded by the National Health Service (NHS) of England over a nineteen-year period. This study will help to understand the factors associated with a poor outcome following surgery, which can be shared with patients considering treatment options. The investigators will also document current and future health service burden associated with commonly performed surgical procedures including complications and repeat operations.
The investigators will conduct time series analyses, geospatial mapping and risk-factor
association studies for both access to and outcomes of surgical treatments of the upper
limbs. A large cohort of pseudonymised records will be extracted from the NHS Hospital
Episode Statistics Admitted Patient Care database. Suitable patients will be identified based
on a match to a specified list of International Classification of Diseases (ICD-10) and
Office for Population Censuses and Surveys (OPCS-4) codes. Dates and cause of death will be
linked from the Office for National Statistics (ONS) by NHS Digital.
Separate analyses will be conducted for different intervention types with detailed outcomes
reporting for high volume procedures. Adults will be defined as those aged 18 years or older
at the time of surgery. Children will be defined as those aged less than 18 years at surgery
and only included in a limited number of analyses where relevant (e.g. trigger digit).
Key analyses:
1. Baseline demographics by procedure type
2. Procedure volume incidence trends
- Time series analysis
- Adjusted to standard population distributions
- Geographical mapping including adjustment for sociodemographic indices including
indices of deprivation
3. Revision, reoperation and mortality rates:
- Estimation by Kaplan Meier and actuarial life table methods
- Life time risk calculated by the cumulative probability method
- Cox regression adjusted for comorbidities and demographic, social and geographic
factors
4. Complications, length of stay, costs:
- Logistic and linear regression models for binary and continuous outcomes
respectively
- Adjusted for comorbidities and demographic, social and geographic factors
Where appropriate, the impact of replacing missing data will be explored with use of multiple
imputation. All suitable patients will be entered into analyses to maximise statistical
efficiency.
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