From the articles below write a reflection piece sharing thoughts about the impo

From the articles below write a reflection piece sharing thoughts about the importance of data governance and discuss methods to ensure high data quality that cover a range of research and quality improvement applications of the data used in healthcare.
Readings:
Learning Health Systems:
Glauser (2021) The
learning health system: An R and D department for local solutions
Schleyer T, Williams L, Gottlieb J,
Weaver C, Saysana M, Azar J, et al. The
Indiana Learning Health System Initiative: Early experience developing a
collaborative, regional learning health system. Learning health systems.
2021;5(3):1-1
GEMINI project
GEMINI – Creating Canada’s Largest Big
Data Multi-Hospital Clinical Data Repository for Research and Quality
Improvement (See PDF in Quercus)
Any two
of the following three papers:
Verma AA,
Pasricha SV, Jung HY, Kushnir V, Mak DYF, Koppula R, et al. Assessing the quality of clinical and administrative
data extracted from hospitals: the General Medicine Inpatient Initiative
(GEMINI) experience. Journal of the
American Medical Informatics Association : JAMIA. 2021;28(3):578-87.
Verma AA,
Guo Y, Kwan JL, Lapointe-Shaw L, Rawal S, Tang T, et al. Patient characteristics, resource use and outcomes
associated with general internal medicine hospital care: the General Medicine
Inpatient Initiative (GEMINI) retrospective cohort study. CMAJ open. 2017;5(4):E842-E9
Verma AA,
Guo Y, Jung HY, Laupacis A, Mamdani M, Detsky AS, et al. Physician-level variation in clinical outcomes and
resource use in inpatient general internal medicine: an observational study. BMJ quality & safety. 2021;30(2):123-32
Additional resources:
Faden R,
Kass N, Goodman S, N, Pronovost P, Tunis S, Tom LB. An Ethics Framework for a Learning Health Care System:
A Departure from Traditional Research Ethics and Clinical Ethics. The Hastings Center report. 2013;43:S16.
Creating
Rapid-learning Health Systems in Canada (mcmasterforum.org)
Brown HK,
Saha S, Chan TCY, Cheung AM, Fralick M, Ghassemi M, et al. Outcomes in patients with and without disability
admitted to hospital with COVID-19: a retrospective cohort study. Canadian Medical Association journal (CMAJ).
2022;194(4):E112-E21.