Cargando…

Learning health systems using data to drive healthcare improvement and impact: a systematic review

BACKGROUND: The transition to electronic health records offers the potential for big data to drive the next frontier in healthcare improvement. Yet there are multiple barriers to harnessing the power of data. The Learning Health System (LHS) has emerged as a model to overcome these barriers, yet the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Enticott, Joanne, Johnson, Alison, Teede, Helena
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7932903/ https://www.ncbi.nlm.nih.gov/pubmed/33663508 http://dx.doi.org/10.1186/s12913-021-06215-8

Ejemplares similares

A Learning Health System Framework to Operationalize Health Data to Improve Quality Care: An Australian Perspective
por: Enticott, Joanne C., et al.
Publicado: (2021)

Leaders’ perspectives on learning health systems: a qualitative study
por: Enticott, Joanne, et al.
Publicado: (2020)

Value in maternal care: Using the Learning Health System to facilitate action
por: Callander, Emily J., et al.
Publicado: (2022)

Engaging Healthcare Staff and Stakeholders in Healthcare Simulation Modeling to Better Translate Research Into Health Impact: A Systematic Review
por: Zabell, Thea, et al.
Publicado: (2021)

Key Components of Antenatal Lifestyle Interventions to Optimize Gestational Weight Gain: Secondary Analysis of a Systematic Review
por: Harrison, Cheryce L., et al.
Publicado: (2023)

Implementation of Antenatal Lifestyle Interventions Into Routine Care: Secondary Analysis of a Systematic Review
por: Bahri Khomami, Mahnaz, et al.
Publicado: (2022)

Hospital length of stay prediction for general surgery and total knee arthroplasty admissions: Systematic review and meta-analysis of published prediction models
por: Gokhale, Swapna, et al.
Publicado: (2023)

Models Predicting Postpartum Glucose Intolerance Among Women with a History of Gestational Diabetes Mellitus: a Systematic Review
por: Belsti, Yitayeh, et al.
Publicado: (2023)

Hospital length of stay prediction tools for all hospital admissions and general medicine populations: systematic review and meta-analysis
por: Gokhale, Swapna, et al.
Publicado: (2023)

Nutritional markers of undiagnosed type 2 diabetes in adults: Findings of a machine learning analysis with external validation and benchmarking
por: De Silva, Kushan, et al.
Publicado: (2021)

Understanding the impacts of health information systems on patient flow management: A systematic review across several decades of research
por: Nguyen, Quy, et al.
Publicado: (2022)

Mental Health in Australia: Psychological Distress Reported in Six Consecutive Cross-Sectional National Surveys From 2001 to 2018
por: Enticott, Joanne, et al.
Publicado: (2022)

Corrigendum: Mental Health in Australia: Psychological Distress Reported in Six Consecutive Cross-Sectional National Surveys From 2001 to 2018
por: Enticott, Joanne, et al.
Publicado: (2022)

Impact of COVID-19 Restriction on Weight, Physical Activity, Diet and Psychological Distress on People with PCOS
por: McGowan, Margaret, et al.
Publicado: (2023)

Causality of anthropometric markers associated with polycystic ovarian syndrome: Findings of a Mendelian randomization study
por: De Silva, Kushan, et al.
Publicado: (2022)

PCOS Phenotype in Unselected Populations Study (P-PUP): Protocol for a Systematic Review and Defining PCOS Diagnostic Features with Pooled Individual Participant Data
por: Kiconco, Sylvia, et al.
Publicado: (2021)

Attitudes towards vaccines and intention to vaccinate against COVID-19: a cross-sectional analysis—implications for public health communications in Australia
por: Enticott, Joanne, et al.
Publicado: (2022)

Knowledge, Attitude, and Self-Reported Practice Towards Measures for Prevention of the Spread of COVID-19 Among Australians: A Nationwide Online Longitudinal Representative Survey
por: Enticott, Joanne, et al.
Publicado: (2021)

Measuring self-rated health status among resettled adult refugee populations to inform practice and policy – a scoping review
por: Dowling, Alison, et al.
Publicado: (2017)

Association of Antenatal Diet and Physical Activity–Based Interventions With Gestational Weight Gain and Pregnancy Outcomes: A Systematic Review and Meta-analysis
por: Teede, Helena J., et al.
Publicado: (2021)

Integrating the complexity of healthcare improvement with implementation science: a longitudinal qualitative case study
por: Melder, Angela, et al.
Publicado: (2022)

Whole-system approaches to improving the health and wellbeing of healthcare workers: A systematic review
por: Brand, Sarah L., et al.
Publicado: (2017)

Examining ‘institutional entrepreneurship’ in healthcare redesign and improvement through comparative case study research: a study protocol
por: Melder, Angela, et al.
Publicado: (2018)

Dietary intervention strategies for ethnic Chinese women with gestational diabetes mellitus: A systematic review and meta‐analysis
por: Wan, Ching S., et al.
Publicado: (2019)

Correction to: Options for improving low birthweight and prematurity birth outcomes of Indigenous and culturally and linguistically diverse infants: A systematic review of the literature using the social-ecological model
por: Karger, Shae, et al.
Publicado: (2022)

Options for improving low birthweight and prematurity birth outcomes of indigenous and culturally and linguistically diverse infants: a systematic review of the literature using the social-ecological model
por: Karger, Shae, et al.
Publicado: (2022)

The association of migration experiences on the self-rated health status among adult humanitarian refugees to Australia: an analysis of a longitudinal cohort study
por: Dowling, Alison, et al.
Publicado: (2019)

Machine Learning and AI for Healthcare: Big Data for Improved Health Outcomes
por: Panesar, Arjun
Publicado: (2020)

Machine learning and AI for healthcare: big data for improved health outcomes
por: Panesar, Arjun
Publicado: (2019)

An investigation into the association of pre- and post-migration experiences on the self-rated health status among new resettled adult humanitarian refugees to Australia: a protocol for a mixed methods study
por: Dowling, Alison, et al.
Publicado: (2019)

Advancing women in healthcare leadership: A systematic review and meta-synthesis of multi-sector evidence on organisational interventions
por: Mousa, Mariam, et al.
Publicado: (2021)

The health system and health impacts of primary healthcare reform in China: A systematic review
por: Cai, C, et al.
Publicado: (2022)

From Learning Healthcare Systems to Learning Health Systems
por: Sheikh, Aziz
Publicado: (2020)

Lower Income Levels in Australia Are Strongly Associated With Elevated Psychological Distress: Implications for Healthcare and Other Policy Areas
por: Isaacs, Anton N., et al.
Publicado: (2018)

Learning health systems, embedded research, and data standards—recommendations for healthcare system leaders
por: Richesson, Rachel L
Publicado: (2020)

Use and performance of machine learning models for type 2 diabetes prediction in clinical and community care settings: Protocol for a systematic review and meta-analysis of predictive modeling studies
por: De Silva, Kushan, et al.
Publicado: (2021)

Health and health system impacts of China’s comprehensive primary healthcare reforms: a systematic review
por: Cai, Chang, et al.
Publicado: (2023)

Leveraging real‐time data to drive quality improvement in a pediatric health system
por: Bhattarai, Sopnil, et al.
Publicado: (2018)

Human Placental Lactogen in Relation to Maternal Metabolic Health and Fetal Outcomes: A Systematic Review and Meta-Analysis
por: Rassie, Kate, et al.
Publicado: (2022)

Learning health systems: Driving real‐world impact in mental health and substance use disorder research
por: Kilbourne, Amy M., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_a9khe92g66em5caed7q26q1ad3