Applied Clinical Data Analytics Masters’ Post

This week in #DataCollectionNightmares... 🌍 As part of our Data Collection Nightmares series, we interview people working worldwide in clinical, nutritional and public health research. From clinical research associates to project managers, CEOs to laboratory staff and students... 🚀 Here, we share the voices, opinions and stories of people who are vocalising some of the biggest challenges and frustrations in the human trials research sector. "We spend tens of thousands of dollars in staff costs digitising endless folders of spreadsheet printouts we receive from the CRO... We often find mistakes" 💡 Can you relate? We would love to hear your stories and insights! #datacollectionnightmares #clinicaltrials #nutritionaltrials #publichealthresearch #edc #trialflare

I had the privilege of working at Kaiser Permanente in the Vision Essentials Department to study patient attendance patterns using data analytics and machine learning. This project helped us identify key factors influencing attendance and implement strategies to improve patient engagement and satisfaction. Huge thanks to Susy Yu, OD, MBA, FAAO, Dipl AAO for her lecture on “Data Analytics in Healthcare” and to Jessica (Cheng) Jacobs at UCLA MQE for this opportunity! #HealthcareAnalytics #DataScience #UCLA #QuantitativeEconomics

🎓 Excited to share that I've just completed the course “The Data Science of Healthcare, Medicine, and Public Health” by Barton Poulson, PhD on LinkedIn Learning! 🚀 This course has been a fantastic journey, enriching my knowledge and skills at the intersection of data science and healthcare. I’ve gained valuable insights into how data science can drive innovations and improvements in healthcare, medicine, and public health. Here are some of the key skills and takeaways: Skills Acquired: - Data Analysis and Visualization. - Statistical Methods in Healthcare. - Predictive Modeling. - Health Informatics. - Public Health Data Management. Key Takeaways: - Understanding how data science can drive innovation and improvement in healthcare and public health. - Learning to use data to make informed decisions in medical practice and policy. - Gaining insights into the ethical considerations of data usage in healthcare. A big thank you to Barton Poulson, PhD for delivering such an insightful and comprehensive course. I’m looking forward to applying these new skills to make a positive impact in the healthcare industry! #DataScience #Healthcare #Medicine #PublicHealth #ContinuousLearning #LinkedInLearning Check it out: https://lnkd.in/gN7tRmNZ #datascience #healthcareindustry.

👩🎨Creativity has a place in Data work! 👩🎨 When a challenge arises, it is the perfect time to look up and look around. 👀 To think what could be done differently. In the session I covered: ☕️ Building relationships and allies 🌄 Understanding the landscape (assessments) 👊🏻 Getting your hands dirty 🙌🏻 Empowering and elevating others - they become the advocates and drivers of impact 👩🏫 Using funding for development - apprenticeships and the levy for long term developement trajectory 🎨 Collaborating with academic students at the cutting edge of their learning to demonstrate ‘the art of the possible’ and make strides, where in house capability and budgets prevents immediate action - thanks Eden Smith Group for the Nurture Programme. 🌌 Reimagining Data Strategy through creative dialogue, big pictures and storytelling thanks to the very emotive and impactful work of Christian Hayes FRSA and Elinor Rebeiro MBA of Create Relate Ltd - this was a massive game changer! 🌱 Building confidence and behaviour change for everyone, with the very successful approach of Data Literacy Academy And finally… having set the foundations for success, was ready for the starting line! 🗒️ The business case! (And achievements of a fantastic, functional data and analytics team ready for the next phase). Let’s keep the sharing going, how are you making it work - outside the realms of constraint????

This week in #DataCollectionNightmares... 🌍 As part of our Data Collection Nightmares series, we interview people working worldwide in clinical, nutritional and public health research. From clinical research associates to project managers, CEOs to laboratory staff and students... 🚀 Here, we share the voices, opinions and stories of people who are vocalising some of the biggest challenges and frustrations in the human trials research sector. "We spend so much time cross-checking and cross-referencing paper records to ensure there are no mistakes that get carried through in our data analysis" 💡 Can you relate? We would love to hear your stories and insights! #datacollectionnightmares #clinicaltrials #nutritionaltrials #publichealthresearch #edc #trialflare

Excited to share my journey from nursing to data management and the founding of Kesh Research Group! My passion for improving clinical research outcomes drives everything I do. Join me as I continue to unlock excellence in clinical data management. #ClinicalDataManagement #HealthcareInnovation #JourneyToExcellence”

This week in #DataCollectionNightmares... 🌍 As part of our Data Collection Nightmares series, we interview people working worldwide in clinical, nutritional and public health research. From clinical research associates to project managers, CEOs to laboratory staff and students... 🚀 Here, we share the voices, opinions and stories of people who are vocalising some of the biggest challenges and frustrations in the human trials research sector. "Hand-written records we have received in the past are too difficult to decipher. Is it a '1'? or a '7'?" 💡 Can you relate? We would love to hear your stories and insights! #datacollectionnightmares #clinicaltrials #nutritionaltrials #publichealthresearch #edc #trialflare

Last week, Knowli Data Science's General Counsel Amy Thorn, JD, MPH and CEO Emily Šaras, PhD were invited to speak at the Florida State University College of Medicine.👩🏻⚕️ During their lecture to medical students in the Family Medicine Interest Group, Amy and Emily presented experiences and best practices for using data-driven decision-making to improve public health and healthcare access and quality. 🚀 We’re grateful to Amy and Emily for representing Knowli and sharing their knowledge with the next generation of #healthcare professionals at Florida State University!🎉 🦉#DataScience #PublicHealth #DataDriven #FSU #FsuCollegeOfMedicine #KnowliDataScience

This week in #DataCollectionNightmares... 🌍 As part of our Data Collection Nightmares series, we interview people working worldwide in clinical, nutritional and public health research. From clinical research associates to project managers, CEOs to laboratory staff and students... 🚀 Here, we share the voices, opinions and stories of people who are vocalising some of the biggest challenges and frustrations in the human trials research sector. "Some of our staff who are less comfortable with technology leave notes around with their usernames and passwords for various portals in case they forget" 💡 Can you relate? We would love to hear your stories and insights! #datacollectionnightmares #clinicaltrials #nutritionaltrials #publichealthresearch #edc #trialflare

Many health systems are embarking on the transition toward value-based care (VBC), yet clarity on the extent of this shift remains elusive. A critical question is what proportion of patients, revenue, or margin stems from fee-for-service (FFS) versus VBC contracts. In light of the infrastructure opportunities highlighted by Peter Pronovost MD, PhD, FCCM, it's evident that health systems are still striving to achieve a cohesive integration of their care models, business operations, and compensation frameworks. Health systems engaged in significant risk contracts face difficulties in modifying their operating models, addressing the variability in hospitalization rates, and improving affordability outcomes. Conversely, systems with fewer risk contracts at times subsidize low-volume hospital-at-home programs, where financial incentives are not aligned with desired outcomes. Additionally, large health systems encounter formidable challenges in aligning executive compensation with the diverse factors that contribute to organizational value across different models. This underscores the complexity of fully transitioning to and optimizing value-based care, and the need for external partnerships. #valuebasedcare #partnerships Quintuple Aim Solutions