Patient-Provider Fit & Care Preference Assessment
Measures patient-provider alignment across clinical, communication, and access dimensions to identify mismatch drivers and care preferences. Designed for healthcare organizations, insurers, or researchers seeking to improve provider matching and patient retention.
Sample questions
A preview of what’s in the template. Every question is editable before you launch.
Have you seen a healthcare provider for your own care in the past 6 months?
What type of healthcare provider did you most recently see?
Overall, how well did this provider fit your healthcare needs?
Please rank the following factors by how important they are to you when choosing a healthcare provider, from most to least important.
What, if anything, would have improved the fit between you and this provider?
What is your age?
Thank you for completing this survey. Your responses will help improve how patients are matched with healthcare providers. If you have any questions about this research, please contact the study team at the email provided in your invitation.
Which of the following reasons apply to why you have not seen a provider? Select all that apply.
How did you choose this provider? Select all that apply.
How easy was it to get an appointment that met your scheduling needs?
How would you most prefer to search for a well-matched provider?
Based on your earlier responses, we'd like to explore your patient–provider fit experiences in a bit more depth. Please share your thoughts, and our moderator will ask a couple of follow-up questions.
Which gender best describes you?
In the past 6 months, approximately how many visits did you have with this provider?
This provider listened carefully to my concerns.
How confident are you that you could find a well-matched provider if you needed one?
What is your highest level of education?
This provider explained things in a way I could understand.
How do you primarily pay for healthcare?
This provider involved me in decisions about my care.
What is your preferred language for receiving healthcare?
This provider showed respect for my background and preferences.
In which region do you usually receive healthcare?
Which of the following, if any, were areas of mismatch with this provider? Select all that apply.
Do you plan to continue seeing this provider for similar healthcare needs?
What’s included
AI follow-ups
Adaptive probes on open-ended answers that pull out detail a static form would miss.
Attention checks
Built-in safeguards against rushed answers and low-quality respondents.
AI-drafted copy
Wording, ordering, and branching written by the AI — tuned to your research goal.
Auto report
Themes, quotes, and a plain-English summary write themselves once responses come in.
Ready to launch?
Open this template in the editor. Every part is yours to change before the first respondent sees it.