Healthcare organizations have more opportunities than ever to learn from everyday patient care. Real-world evidence (RWE) has become an essential resource for evaluating treatments, supporting research, measuring quality, and demonstrating value beyond the clinical trial setting.
The strength of RWE depends on the data behind it. Electronic health records (EHRs), claims data, registries, and medical devices capture important clinical information, but they don't always reflect how patients experience their recovery. Patient-reported outcomes (PROs) fill that gap by capturing information directly from patients about symptoms, physical function, pain, and quality of life. Together, clinical data and PROs create a more complete foundation for research, quality improvement, regulatory activities, and informed decision-making.
Real-world data (RWD) refers to health information collected during routine care outside the controlled setting of a clinical trial. Common sources include electronic health records (EHRs), claims data, disease registries, and medical devices. Together, these sources capture information about patient care across a wide range of clinical settings.
RWE is the clinical insight generated by analyzing RWD. Healthcare organizations use RWE to evaluate treatment outcomes, support research, inform regulatory activities, and better understand how therapies perform in everyday practice. A health system may use RWE to measure outcomes across a service line, a researcher may study treatment patterns in routine care, and a medical device company may evaluate product performance in clinical settings.
PROs are a unique source of RWD because they come directly from patients through validated questionnaires. PROs measure aspects of health that traditional clinical data often cannot fully capture, including symptoms, physical function, pain, and quality of life.
These concepts build on one another. Real-world data provides the foundation; real-world evidence is generated by analyzing that data, and patient-reported outcomes contribute an important source of real-world data that helps organizations better understand treatment outcomes.
Traditional sources of real-world data provide valuable insight into the care patients receive. Electronic health records (EHRs), claims data, registries, and medical devices document diagnoses, procedures, medications, follow-up visits, and other clinical events throughout the care journey.
These data sources help organizations evaluate care delivery, treatment patterns, and clinical outcomes. At the same time, some aspects of a patient's recovery may be better understood through information reported directly by the patient. Pain, physical function, symptom burden, and quality of life can evolve over time and may not always be fully reflected in clinical documentation.
Looking at both clinical data and patient-reported information creates a more complete picture of treatment outcomes. While traditional real-world data explains many aspects of the care delivered, PROs add insight into how patients experience their recovery outside the clinical setting. Together, these perspectives provide a deeper understanding of outcomes across quality improvement initiatives, research, regulatory activities, and other evidence-generation efforts.
Real-world evidence is strongest when it reflects multiple dimensions of patient care. Clinical data captures what happened during treatment, while PROs provide insight into how patients experience their recovery. Combining these data sources creates a more comprehensive view of treatment outcomes.
For example, a medical record may document that a procedure was completed successfully and that follow-up appointments occurred as expected. PROs add context by capturing changes in pain, physical function, symptoms, and quality of life throughout recovery. Evaluating both sources gives providers, researchers, and medical device companies a more complete understanding of treatment outcomes than clinical data alone.
Rather than replacing traditional sources of real-world data, PROs complement them by adding information that only patients can report. Integrating clinical and patient-reported data helps organizations generate stronger evidence for quality improvement, research, regulatory activities, and product evaluation.
Different healthcare organizations rely on real-world evidence for different purposes. Providers, researchers, and medical device companies each use evidence to better understand treatment outcomes in routine clinical practice.
For providers, PROs offer additional insight into how patients experience recovery after treatment. Considered alongside clinical information, PROs can help care teams better understand outcomes over time and evaluate quality improvement initiatives.
For researchers, PROs add another source of real-world data. Combined with clinical and operational information, they can contribute to observational research, registry programs, and other efforts focused on patient outcomes in routine care.
Medical device companies also rely on real-world evidence throughout the product lifecycle. Including PROs alongside traditional data sources can provide more context about patient experiences after treatment and contribute to a broader body of evidence used to evaluate products in clinical practice.
Many healthcare organizations already collect PROs in some capacity. The next step is incorporating that information into a broader RWE strategy. When patient-reported information lives separately from clinical records, it becomes harder to view outcomes in one place or evaluate them alongside other sources of real-world data.
Building an RWE strategy that includes PROs takes more than collecting survey responses. Organizations also need a way to integrate patient-reported information into existing workflows, connect it to other sources of clinical data, and organize it for ongoing analysis.
Most organizations already collect PROs in some capacity. The challenge is connecting that data to the rest of the clinical picture — and making it usable for quality improvement, research, and regulatory activities without adding burden to clinical teams.
PatientIQ is an enterprise outcomes intelligence platform built to do exactly that. Through deep EHR integration, PatientIQ automatically collects PROs within existing clinical workflows and connects patient-reported data to the broader clinical record — creating a centralized, longitudinal view of treatment outcomes across the care journey. No separate system. No manual follow-up. No siloed data.
The platform supports standardized PRO collection using validated questionnaires across departments, specialties, and follow-up intervals — so organizations can compare outcomes consistently rather than reconciling data collected in different ways by different teams. Analytics tools allow providers, researchers, and medical device companies to explore outcomes for quality improvement, observational research, regulatory submissions, and benchmarking.
With 70M+ outcomes collected and 870+ healthcare organizations on the platform, PatientIQ brings the scale and infrastructure needed to make PROs a meaningful part of any RWE strategy.
RWE is only as strong as the data behind it. Clinical records, claims, and registries capture what happened during care. PROs capture how patients experienced it. Organizations that connect both are building a more complete, credible foundation for research, quality improvement, and evidence generation.
PatientIQ makes that connection possible — through EHR-integrated PRO collection, standardized data capture across specialties, and analytics designed for the way healthcare organizations actually work.