Subgroup analyses and patterns of multiple sclerosis health service utilisation: A cluster analysis.

Background: Previous investigations of multiple sclerosis (MS)-related healthcare have focused on utilisation of specific individual health services (e.g. hospital care, office-based neurologists) by people with MS (PwMS). Meanwhile, little is known about possible patterns of utilisation across health services and their potential differences across patient characteristics. Objective: To comprehensively analyse and identify patterns of MS-related health service utilisation and detect patient characteristics explaining such patterns. Methods: In 2021, we invited all PwMS insured by the largest insurance company in Lower Saxony, Germany, to take part in an online survey. We merged respondents' survey and health insurance claims data. We analysed MS-related health service utilisation and defined individual characteristics for subgroup analyses based on Andersen's Behavioural Model. We executed non-parametric missing value imputation and conducted hierarchical clustering to find patterns in health service utilisation. Results: Of 6928 PwMS, 1935 responded to our survey and 1803 were included in the cluster analysis. We identified four distinct health service utilisation clusters: (1) regular users (n = 1130), (2) assistive care users (n = 443), (3) low users (n = 195) and (4) special services users (n = 35). Clusters differ by patient characteristics (e.g. age, impairment). Conclusion: Our findings highlight the complexity of MS-related health service utilisation and provide relevant stakeholders with information allowing them to tailor healthcare planning according to utilisation patterns.

Functional assessment and outcome following surgical treatment of displaced tibial plateau fractures: a retrospective analysis.

PURPOSE: Patients with tibial plateau fractures (TPF) are at risk of long-term hampered bipedal locomotion. A retrospective single-center study using patient-related outcome measures and a sophisticated assessment of walking abilities was conducted. METHODS: Adults receiving surgical treatment of an isolated TPF between January 2012 and December 2016 received the KOOS questionnaire together with the invitation for an extensive follow-up examination on the clinical outcome including standardized assessment of the walking abilities (loadsol® system). Outcome was assessed relative to the severity of the injury or time to follow-up. Fractures were classified according to AO/OTA and Luo, respectively. RESULTS: 58 out of 132 eligible patients filled in the questionnaire and participated at a median follow-up of 3.05 years after injury. For the categories "pain", "mobility", and "daily life activities", all patients were rather satisfied and this was virtually not related to the time between fracture and assessment. Relevant limitations were reported for "sports and recreational activities" and "quality of life". Loading of the previously fractured leg was most evidently changed on stairs and outdoor walking. Outcome was not related to either fracture type severity or time from injury. CONCLUSION: Outcome after an isolated TPF is neither related to fracture type, severity of the fracture nor time from injury. Simple gait analysis techniques relying on different tasks appear to yield a more sophisticated image on functional deficits after TPF than classical exam of ground-level walking and correlate quite well with validated patient-related outcome measures as the KOOS.

How is and how should healthcare for people with multiple sclerosis in Germany be designed?-The rationale and protocol for the mixed-methods study Multiple Sclerosis-Patient-Oriented Care in Lower Saxony (MS-PoV).

BACKGROUND: Multiple sclerosis (MS) is the most common autoimmune inflammatory disease of the central nervous system in Europe, often causing severe physical, cognitive and emotional impairments. Currently, it is unclear whether the healthcare provisions of people with MS (PwMS) are in line with the recommendations for treatment based on guidelines or patients' needs. The main objectives of the study are as follows: (a) to investigate how well PwMS are treated; and (b) to develop a needs-oriented, patient-centred care model. METHODS: This mixed-methods study focuses on adult PwMS living in Lower Saxony, a federal state in Germany. The qualitative study comprises focus groups with PwMS, physicians and people involved in the healthcare process as well as a future workshop. The quantitative study comprises a cross-sectional online survey and addresses the patient-relevant outcomes and needs, as previously determined by literature searches and focus groups. It will be administered to all PwMS who are insured by the statutory health insurance company involved in the project (n~7,000). The survey data will be linked to the longitudinal secondary data from the statutory health insurance company and data from the German MS registry where available. The linked and single data sources will be statistically analysed. DISCUSSION: By comprehensively comparing the current healthcare provisions with the needs and requirements of PwMS, the strengths and weaknesses of the overall healthcare process and provision of assistive devices can be identified. The barriers and facilitators of the health service providers and their impact on daily life will be explored (qualitative analyses). Reliable recommendations for improvements will be given based on a study population drawn from the largest statutory health insurance company in Lower Saxony (quantitative analyses). However, the inherent advantages and limitations of the qualitative and quantitative research approaches need to be considered. TRIAL REGISTRATION: The study is registered at German Clinical Trials Register DRKS00021741.