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Patients' characteristics and baseline self-efficacy, self-care, and diabetes distress are reported in Table 1 (Demographic characteristics and baseline values of observational cohort and qualitative study).> -wrap-foot> *Data missing for one participant.
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Regardless of statistical analysis, prescription biases limit the value of observational data.
This multi-stakeholder interdisciplinary collaborative aims to enhance the value of observational health data by using large-scale analytics.
It is well known that the value of observational studies is a matter of debate [ 3, 4, 5] and, of course, our study does not make an exception.
Our current study adds an important caveat to the ongoing conversation that weighs the relative value of observational studies and RCTs as clinical evidence [ 23].
Another issue raised by the aprotinin saga is the value of observational studies in examining rare and adverse outcomes such as mortality.
The value of observational studies has been further highlighted by an observational study that examined G-CSF use in chemotherapy principally from the point of view of cost [ 20].
Despite the fact that some clinical performance targets have been chosen based upon observational data and consensus (and could never be part of an ethical randomized trial), the value of observational data should not be overstated.
Fundamental issues, such as a lack of control patients and limited generalizability, hamper the use of the 'gold-standard' randomized controlled trial, while methodological shortcomings restrict the value of observational designs.
In human immunology (as in many other fields), it is widely accepted that experimental methods, e.g. randomized clinical trials, are the "gold standard" for causal inferences and measuring performance and the value of observational studies is belittled.
We would like to add the following quote from Albert Szent-Györgyi which we believe reflects the essence and value of observational studies: "Discovery consists of seeing what everybody has seen and thinking what nobody has thought".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com