Krixi Care: Boosting Patient Reported Outcomes with AI-Driven Form Rephrasing

Explore how Krixi Care harnessed the power of artificial intelligence to revolutionize patient reported outcomes (PRO) forms. By implementing an innovative AI-based rephrasing system, Krixi Care significantly improved form completion rates, enhancing data collection and patient engagement in the healthcare process.

Opportunity

We identified several challenges in their patient reported outcomes process:

1. Low Completion Rates: Many patients were leaving PRO forms incomplete, leading to data gaps.

2. Complex Medical Terminology: Technical language in forms often confused patients, affecting response accuracy.

3. Length and Time Investment: Lengthy forms discouraged patients from completing them.

4. Accessibility Issues: Forms were not always easily understood by patients with varying education levels or health literacy.

5. Lack of Personalization: Generic forms failed to engage patients on a personal level.

Approach

To address these challenges, we developed an AI-powered form rephrasing system:

1. Natural Language Processing (NLP) Integration: Implemented advanced NLP algorithms to analyze and rephrase form questions in more accessible language.

2. Personalization Engine: Developed an AI model that tailors question phrasing based on patient demographics, medical history, and previous interactions.

3. Dynamic Form Adaptation: Created a system that adjusts form length and complexity in real-time based on patient responses and engagement levels.

4. Multilingual Support: Integrated capability to rephrase questions in multiple languages, enhancing accessibility for diverse patient populations.

5. Sentiment Analysis: Incorporated sentiment analysis to gauge patient comprehension and emotional response, adjusting phrasing accordingly.

6. Visual Aid Integration: Developed an AI system to suggest relevant visual aids or infographics to complement text-based questions.

7. Feedback Loop Mechanism: Implemented a machine learning model that continuously improves rephrasing based on completion rates and patient feedback.

8. Compliance Assurance: Ensured that all rephrased content adhered to healthcare regulations and maintained medical accuracy.

Outcomes

The implementation of the AI-powered form rephrasing system yielded significant improvements:

1. Increased Completion Rates: Overall form completion rates improved by 65%, significantly enhancing data collection.

2. Improved Data Quality: Accuracy of patient-reported data increased by 40%, as verified by healthcare providers.

3. Reduced Time for Completion: Average time to complete forms decreased by 30%, improving patient experience.

4. Enhanced Accessibility: Patients reported a 75% improvement in form understandability across various education levels.

5. Personalization Success: 80% of patients felt the forms were more relevant to their individual health situations.

6. Multilingual Reach: Patient participation from non-native language speakers increased by 50%.

7. Patient Satisfaction: Overall patient satisfaction with the PRO process improved by 70%.

8. Healthcare Provider Approval: 85% of healthcare providers reported that the quality and usefulness of PRO data improved.

9. Operational Efficiency: The need for staff intervention in form completion reduced by 60%, streamlining the PRO process.

Technologies

Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image
Image

Featured Success Stories

Petals: A decade long journey in revolutionizing Spiritual Learning with a Multilingual Content Platform

Petals, a sophisticated content management system, was created for a non-profit organization to disseminate spiritual texts like the Bhagwad Gita and Shree Dnyaneshwari.

Tech Logo Tech Logo Tech Logo Tech Logo Tech Logo

A zero cost cloud based platform for mental wellness professionals to train, assess and track the mental fitness of athletes and corporate employees.

Discover the transformative journey from a week-long manual mental fitness assessment process to a cutting-edge, automated solution completed in under a minute.

Tech Logo Tech Logo Tech Logo

Let’s Bring Your Ideas to Life!

How can tech transform your business?
Get in touch today!

"*" indicates required fields

Contact us