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- Gremyr, Andreas
(författare)
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Improving health with and for individuals with schizophrenia using a learning health system approach : From idea to daily practice
- 2022
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Psychotic disorders like schizophrenia have a typical onset in early adulthood with symptoms of hallucinations and disturbances of thought. Despite knowledge on what constitutes effective schizophrenia care, more than 70% of treatment attempts fail in Sweden, sometimes leading to early death. An appraisal of schizophrenia care shows a lack of ways to jointly plan and evaluate care, and an absence of a trustworthy theory-of-change. The Learning Health System (LHS) is a vision that has been translated into theories and models associated with improved outcomes for patients with other chronic conditions. The aim of this thesis is to enhance the understanding of the applicability of the LHS vision in the context of schizophrenia care, from the perspectives of both individuals and the health system in enabling coproduction of better health by addressing two research questions:i) How can improvement of health for individuals with schizophrenia and improvement of system performance be supported by coproduction in an LHS model?ii) Can an LHS-based intervention, i.e. the use of a point of care dashboard, contribute to better health for individuals with schizophrenia?Studying the existing published knowledge of LHS show that the concept has not yet been applied in mental healthcare settings but has potential to increase patient coproduction, continuous improvement and better health. Different forms of coproduction are supported in the most comprehensive LHS models and applications, ranging from dashboards at point of care to platforms that can help facilitate improvement initiatives.A case study, focused on studying the use and usefulness of a point-of-care dashboard at patient visits in outpatient care at the Department of Schizophrenia Spectrum Disorders at Sahlgrenska University Hospital in western Sweden. Use of the dashboard is associated with improved communication and health for patients. Assessment of the dashboard-project’s complexity using the Non-adoption, abandonment, scale-up, spread and sustainability complexity assessment tool (NASSS-CAT) was perceived as helpful in evaluating challenges and provided insight that can guide future development. An LHS model, that builds on both the reviewing of the literature and practical testing, is proposed.Further research is proposed in two areas, exploration of how dashboard initiatives can support coproduction and better health for individuals with complex chronic conditions and further development of LHS models by studying different LHS initiatives regarding system properties, forms of coproduction at play and effects on health outcomes for individuals and populations.
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| 2. |
- Pennells, Lisa, et al.
(författare)
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Equalization of four cardiovascular risk algorithms after systematic recalibration : individual-participant meta-analysis of 86 prospective studies
- 2019
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Ingår i: European Heart Journal. - : Oxford University Press (OUP). - 0195-668X .- 1522-9645. ; 40:7, s. 621-
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Tidskriftsartikel (refereegranskat)abstract
- Aims: There is debate about the optimum algorithm for cardiovascular disease (CVD) risk estimation. We conducted head-to-head comparisons of four algorithms recommended by primary prevention guidelines, before and after ‘recalibration’, a method that adapts risk algorithms to take account of differences in the risk characteristics of the populations being studied.Methods and results: Using individual-participant data on 360 737 participants without CVD at baseline in 86 prospective studies from 22 countries, we compared the Framingham risk score (FRS), Systematic COronary Risk Evaluation (SCORE), pooled cohort equations (PCE), and Reynolds risk score (RRS). We calculated measures of risk discrimination and calibration, and modelled clinical implications of initiating statin therapy in people judged to be at ‘high’ 10 year CVD risk. Original risk algorithms were recalibrated using the risk factor profile and CVD incidence of target populations. The four algorithms had similar risk discrimination. Before recalibration, FRS, SCORE, and PCE over-predicted CVD risk on average by 10%, 52%, and 41%, respectively, whereas RRS under-predicted by 10%. Original versions of algorithms classified 29–39% of individuals aged ≥40 years as high risk. By contrast, recalibration reduced this proportion to 22–24% for every algorithm. We estimated that to prevent one CVD event, it would be necessary to initiate statin therapy in 44–51 such individuals using original algorithms, in contrast to 37–39 individuals with recalibrated algorithms.Conclusion: Before recalibration, the clinical performance of four widely used CVD risk algorithms varied substantially. By contrast, simple recalibration nearly equalized their performance and improved modelled targeting of preventive action to clinical need.
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| 3. |
- Walker, Anthony P., et al.
(författare)
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Integrating the evidence for a terrestrial carbon sink caused by increasing atmospheric CO2
- 2021
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Ingår i: New Phytologist. - : John Wiley & Sons. - 0028-646X .- 1469-8137. ; 229:5, s. 2413-2445
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Tidskriftsartikel (refereegranskat)abstract
- Atmospheric carbon dioxide concentration ([CO2]) is increasing, which increases leaf‐scale photosynthesis and intrinsic water‐use efficiency. These direct responses have the potential to increase plant growth, vegetation biomass, and soil organic matter; transferring carbon from the atmosphere into terrestrial ecosystems (a carbon sink). A substantial global terrestrial carbon sink would slow the rate of [CO2] increase and thus climate change. However, ecosystem CO2 responses are complex or confounded by concurrent changes in multiple agents of global change and evidence for a [CO2]‐driven terrestrial carbon sink can appear contradictory. Here we synthesize theory and broad, multidisciplinary evidence for the effects of increasing [CO2] (iCO2) on the global terrestrial carbon sink. Evidence suggests a substantial increase in global photosynthesis since pre‐industrial times. Established theory, supported by experiments, indicates that iCO2 is likely responsible for about half of the increase. Global carbon budgeting, atmospheric data, and forest inventories indicate a historical carbon sink, and these apparent iCO2 responses are high in comparison to experiments and predictions from theory. Plant mortality and soil carbon iCO2 responses are highly uncertain. In conclusion, a range of evidence supports a positive terrestrial carbon sink in response to iCO2, albeit with uncertain magnitude and strong suggestion of a role for additional agents of global change.
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