In this article on data management best practices for data analysis, we’ll look at 3 distinct sections that will provide you with a well-rounded strategy that can be implemented with your organization’s data: data cleaning and transformation, tidy data and tidy tools, and managing data. Click here to learn more.
Data curation is the organization and integration of data collected from various sources. Data enrichment is a general term that refers to processes used to enhance, refine or otherwise improve raw data. Enrichment contributes to making data a valuable asset for almost any modern business or enterprise. It also shows the common imperative of proactively using this data in various ways.
In this article we will examine the top 7 challenges of mastering clinical data registries. Understanding each individual demand will help you better build out a CDR capable of compiling mass amounts of data, supporting vast amounts of complex research, and leveraging your findings to their full potential.
Three simple ways to refresh your data management practices Since we're all about saving time, we already did the hard work for you by creating the list below of three (reasonable) data management goals to tackle. These goals are sure [...]
Leveraging Research Data to Enhance Quality Improvement Initiatives GalleryClinical Research Trends & Tips, Data Management for Scientific Research, Data Sharing in Clinical Research, Healthcare Quality Improvement, Informatics Solutions for Health Care Registries
Does quality improvement really matter and do we need to convince you that it’s important to advancing state-of-the-art healthcare? This is the debate that has been raging amongst us recently and, after much thought and discussion, we came to the conclusion that it does matter, but that we don’t need to convince you…. Everyone working in healthcare today already understands why quality improvement is important and that it will have an vital impact on state-of-the-art healthcare.
A Brief Introduction to Clinical Nomenclatures Vocabulary management systems in electronic health records (EHRs) standardize how medical information is communicated. Although primarily intended to improve patient care, they also benefit researchers by bringing structure to complicated, nuanced, and dynamic health [...]
NLP: Tapping Into EHR Text Fields Electronic health records (EHRs) are digitizing valuable medical data on a massive scale. However, up to 70% of meaningful information for medical registries, outcomes researchers, and clinicians is held within practitioner notes. These free [...]
The New Face of Research Surveys: Opportunities and Challenges Surveys have historically been one of the most important tools available for conducting empirical research. Today, they continue to be prominent within social and behavioral science research and play growing roles in [...]
The Pitfalls of Spreadsheet Data Management Spreadsheet software is almost as ubiquitous as the personal computer itself. Even in rigorous research contexts, programs like Microsoft Excel offer an environment for ad hoc analyses, back-of-the-envelope calculations, dashboard prototyping, and more. But [...]
EHRs for Clinical Outcomes Research: How to Maintain Researcher Productivity GalleryClinical Research Trends & Tips, Data Management for Scientific Research, Data Sharing in Clinical Research, Informatics Solutions for Health Care Registries
Prometheus Research can help researchers truly leverage the power of EHR data through software toolkits, clinical informatics expertise, and proven experience transforming raw data into research-grade information.
Research Trends: Repurposing Healthcare Registries to Improve Quality, Performance, and Outcomes With the growing digitization of the patient record and care in general, the medical registry has become increasingly important. Having a centralized data repository tailored to a specific set [...]
Automating Care: Where We’re Going and How We’ll Get There In clinical contexts, “automation” is a buzzword. It’s meant to inspire images of doctors' offices filled with computers as they calculate ways to improve patient outcomes at lower costs. This [...]
How to Reshape Long-Format Excel Data into Wide-Format SPSS Data As a provider of integrated data management services, we often answer a wide variety of questions relating to data manipulation. One of the most common questions that we encounter is [...]
When working with sensitive information, precision and transparency in Business Associates Agreements between CEs and BAs are vital to building productive and mutually beneficial relationships of trust. Make sure your BAA provides adequate protection for your HIPAA-compliant data.
Data Sharing in Clinical Research Suppose you and I are clinical researchers who both work in the Boston area. We want to collaborate on a project together. We’re interested in finding genetic markers of treatment response and non-response among patients [...]
The Perils of Disposable Data Management A researcher collects the first batch of data from her research study. She excitedly cuts and pastes the data from multiple spreadsheets to get it into one master spreadsheet. Eager to make sure the [...]