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Identifying Patient-Reported Outcome Measure Documentation in Veterans Health Administration Chiropractic Clinic Notes: Natural Language Processing Analysis

Identifying Patient-Reported Outcome Measure Documentation in Veterans Health Administration Chiropractic Clinic Notes: Natural Language Processing Analysis

Note categorization cast the results of the human annotation and NLP target matching to a binary document classification question, defining documented PROM use at the note level. All matching methods required matching on the assigned attribute for a specified PROM to be considered a match. Rule-based natural language processing (NLP) medspa Cy pipeline overview. PROM: patient-reported outcome measure.

Brian C Coleman, Kelsey L Corcoran, Cynthia A Brandt, Joseph L Goulet, Stephen L Luther, Anthony J Lisi

JMIR Med Inform 2025;13:e66466

Digital Health Innovations to Catalyze the Transition to Value-Based Health Care

Digital Health Innovations to Catalyze the Transition to Value-Based Health Care

Features include automatic scoring of PROM data, interpretive dashboards and reports for clinicians, alerts to notify clinical teams of patients’ acute needs for symptom management, integration with electronic health records, and notification reminders tailored for patients [25]. One example of a fully digital PROMs system is the Symptom Tracking and Reporting (STAR) system used to assess a patient’s functional recovery after radical prostatectomy at Memorial Sloan-Kettering Cancer Center [26].

Lan Zhang, Christopher Bullen, Jinsong Chen

JMIR Med Inform 2025;13:e57385

Evaluating the Population-Based Usage and Benefit of Digitally Collected Patient-Reported Outcomes and Experiences in Patients With Chronic Diseases: The PROMchronic Study Protocol

Evaluating the Population-Based Usage and Benefit of Digitally Collected Patient-Reported Outcomes and Experiences in Patients With Chronic Diseases: The PROMchronic Study Protocol

PREM: patient-reported experience measure; PRO: patient-reported outcome; PROM: patient-reported outcome measure. This study will recruit patients all over Germany who are insured by one of the largest statutory health insurers in Germany (BARMER). The BARMER represents more than 10% of the German population.

Janis Nikkhah, Viktoria Steinbeck, Thomas G Grobe, Thorben Breitkreuz, Christoph Pross, Reinhard Busse

JMIR Res Protoc 2024;13:e56487

Content Validity and Psychometric Properties of the German Version of the Holm and Cordoba Urinary Tract Infection Score for Uncomplicated Urinary Tract Infections in Women: Protocol for a Validation Study

Content Validity and Psychometric Properties of the German Version of the Holm and Cordoba Urinary Tract Infection Score for Uncomplicated Urinary Tract Infections in Women: Protocol for a Validation Study

The selection of a PROM is guided by content-related considerations, including the construct to be measured and the target population, but it is also essential to consider the quality of the measurement properties of available instruments. Aiming to facilitate the selection of high-quality PROMs for research and patient care, the COSMIN (Consensus-based Standards for the selection of health Measurement Instruments) initiative has suggested a methodology for conducting systematic reviews of PROMs [9].

Katharina Piontek, Sophie Nestler, Anne Holm, John Brandt Brodersen, Christian Apfelbacher

JMIR Res Protoc 2024;13:e49903

Predictive Criterion Validity of the Parsley Symptom Index Against the Patient-Reported Outcomes Measurement Information System-10 in a Chronic Disease Cohort: Retrospective Cohort Study

Predictive Criterion Validity of the Parsley Symptom Index Against the Patient-Reported Outcomes Measurement Information System-10 in a Chronic Disease Cohort: Retrospective Cohort Study

As such, there is a need to compare it to a PROM that is closer in design and concept to the PSI, as well as to externally validate the PSI to determine its generalizability for use with different patient populations with chronic disease [23].

Hants Williams, Sarah Steinberg, Kendall Leon, Ryan Vingum, Mengyao Hu, Robin Berzin, Heather Hagg, Patrick Hanaway

JMIR Form Res 2024;8:e53316

Assessing Patient-Reported Outcomes in Routine Cancer Clinical Care Using Electronic Administration and Telehealth Technologies: Realist Synthesis of Potential Mechanisms for Improving Health Outcomes

Assessing Patient-Reported Outcomes in Routine Cancer Clinical Care Using Electronic Administration and Telehealth Technologies: Realist Synthesis of Potential Mechanisms for Improving Health Outcomes

Modern e PROM interventions use web-based or mobile platforms or both and can collect PROM data in real time, which could be used to track patients’ symptoms outside the clinic setting. They also enable immediate electronic feedback of PROM reports to clinicians, allowing real-time monitoring of patients’ symptoms [10]. With these features, the e PROM interventions function more or less similarly to e Health interventions.

Ramkumar Govindaraj, Meera Agar, David Currow, Tim Luckett

J Med Internet Res 2023;25:e48483