Patient-Reported Outcome Measures are tools that collect information from patients about their health, treatment results, quality of life, and satisfaction after healthcare. These measures come directly from the patient, not from doctors or nurses. This data helps track how well treatments work, find areas where care can improve, and support quality checks.
In chiropractic care, PROMs help providers watch important things like pain, body function, tiredness, and sleep problems. This information helps doctors decide on treatments that suit patients better. For clinic leaders, PROMs provide clear data to show how useful and effective their services are.
Chiropractic care in the U.S. includes many types of services, like wellness care, managing pain, rehab, and special treatments like care for pregnant women. Using PROMs to measure results has helped many kinds of patients.
A study by Brian C Coleman and his team looked at the Veterans Health Administration (VHA), the largest healthcare system with chiropractic services. They found that PROMs are important for measuring the quality of chiropractic care. PROMs help check how well treatments work, how happy patients are, and if health improves over time.
However, PROMs appear in only 17% of clinical notes. This number shows that many clinics miss the chance to use patient feedback to improve care.
One problem with using PROMs is that many clinic records write PROM data in notes as plain text instead of standardized forms. This makes it hard for managers and IT staff to gather and analyze the information quickly. Normally, someone must read charts by hand, which takes a lot of time and can lead to mistakes.
Also, clinics do not always collect PROM data in the same way, and some do not have systems to get patient feedback regularly. Without good data, it is harder to prove the value of care and improve quality.
Studies outside the VHA support the usefulness of PROMs in checking results that matter to patients. For example, one study followed 343 pregnant women who got chiropractic care using the Webster Technique. They used two tools: RAND VSQ9 to measure satisfaction with visits and PROMIS®-29 to check quality of life.
There were no big changes in anxiety or depression. Overall, patients’ quality of life improved. This shows how PROMs can give useful feedback on care, especially for pregnant women.
Another study with wellness chiropractic patients showed high satisfaction. About 87% said their care worked well or very well. The average satisfaction score was 95%. Few patients (6.3% to 11.3%) had minor side effects, which went away on their own. Patients without side effects were usually more satisfied.
These studies show that collecting PROMs regularly is important to measure quality. They also point out how safety and patient involvement help make care better and build trust.
PROMs help medical practice leaders by:
One new way to fix PROM documentation problems is using artificial intelligence (AI) and automation in clinics. AI tools can find and organize data from notes written as plain text. They can also automate data entry and monitor PROMs as care goes on.
The VHA study by Brian C Coleman showed that natural language processing (NLP), a type of AI that understands human language, can find PROM data inside clinical notes automatically.
For chiropractic clinics, using NLP or AI tools helps:
To add PROMs successfully, clinics need good planning and teamwork between care providers, tech teams, and leaders.
IT managers have an important role in using PROM-related technology effectively. They should consider:
By focusing on these points, IT managers help clinics use AI-powered PROM solutions that improve efficiency and care quality.
Because PROM use appears in only 17% of records in big systems like the VHA, there is a chance to improve PROM collection in clinics across the country. Raising PROM use should be a goal for U.S. chiropractic practices to meet healthcare quality rules. Using AI and automation can increase documentation without making work harder for staff or patients.
Putting PROMs into daily routines with AI support helps clinics be more open and responsible in their care. This change can help U.S. chiropractic clinics meet wider healthcare goals focused on safe, effective, and patient-centered care.
Data shows many patients are happy with chiropractic care, especially in wellness and pregnancy care. Most give high satisfaction scores (95%) and say care works well (87%).
Safety is important, too. Minor side effects happen in a small number of patients and usually go away on their own. Patients without side effects tend to be more satisfied. This shows why clinics should focus on quality and safety culture, which matches healthcare quality guidelines.
Hospitals, chiropractic clinics, and health systems that want to improve patient satisfaction and care quality can use PROMs better. For administrators, owners, and IT teams in the U.S., using PROMs with AI automation can improve record accuracy, workflow speed, and patient results. As healthcare moves toward paying for value and good outcomes, PROMs with technology will be more important to make sure chiropractic care meets standards for quality, safety, and patient focus.
PROMs are crucial for high-quality, measurement-based chiropractic care, helping to evaluate the effectiveness of treatments and patient satisfaction.
The VHA struggles with unstructured data embedded in clinical notes, complicating efforts to evaluate PROM use as a care quality metric.
NLP techniques can extract data from unstructured text, reducing the need for manual chart reviews and improving data collection efficiency.
A rule-based NLP model was developed using medspaCy and spaCy, focusing on text matching and categorization tasks from VHA chiropractic notes.
The rule-based model showed high precision (81.1%) and excellent categorization performance (90.3% precision) for identifying PROMs in clinic notes.
The study analyzed 377,213 visit notes from 56,628 patients within the VHA between October 2017 and September 2020.
The study found that the overall documented use of PROMs in chiropractic notes was low, at only 17%.
Utilizing NLP approaches can effectively track PROM use, indicating a potential for quality improvement in chiropractic care for veterans.
The low prevalence of PROM documentation suggests a need for improved practices in monitoring and evaluating care quality in VHA chiropractic clinics.
This work marks a methodological advancement in identifying and monitoring PROMs, facilitating consistent and high-quality chiropractic care for veterans.