About the RealTime Healthcare Providers Data Product
Limited ReleaseRealTime data products are in limited release. Some functionality is still in development and is subject to change. If you are interested in using these data products, contact Tamr Support ([email protected]).
The RealTime Healthcare Providers data product provides a consolidated view of Type 1 (individual) healthcare providers. You can use this information, for example, to help streamline operations and provide optimal patient care.
This data product is not designed to master Type 2 (organization) healthcare data.
This data product provides:
- An industry-standard schema for healthcare provider data.
- A pre-trained matching configuration to identify duplicate healthcare provider records.
- Default rules to determine the best values for your golden records. These rules also include a final value condition as a tiebreaker if rules resolve to multiple values.
Healthcare Provider Schema, Match Logic, and Default Consolidation Rules
Single Attributes
| Attribute | Used In Matching | Default Record Consolidation Rule |
|---|---|---|
| Primary Key (required) | no | Not applicable |
| Full Name (required if First and Family Names are not provided) | yes | Most common Full Name Final value condition: Smallest value |
| First Name (required if Full Name is not provided) | yes | Most common First Name associated with the most common Full Name Final value condition: Smallest value |
| Middle Name | no | Most common Middle Name associated with the most common Full Name Final value condition: Smallest value |
| Family Name (required if Full Name is not provided) | yes | Most common Family Name associated with the most common Full Name Final value condition: Smallest value |
| Name Prefix | no | Most common Name Prefix value associated with the most common Full Name Final value condition: Smallest value |
| Name Suffix | no | Most common Name Suffix value associated with the most common Full Name Final value condition: Smallest value |
| Gender | no | Most common Gender Final value condition: Smallest value |
| Date of Birth | no | Most common Date of Birth Final value condition: Smallest value |
| Organization Name | yes | Distinct list of Organization Names Final value condition: Smallest value |
| Npi | yes | Most common NPI Final value condition: Smallest value |
| Credentials | yes | Most common Credentials Final value condition: Smallest value |
| Degree | no | Most common Degree Final value condition: Smallest value |
| Graduation Year | no | Most common Graduation Year Final value condition: Smallest value |
| Provider Specialty | no | Most common Provider Specialty Final value condition: Smallest value |
Address Attributes
The data product schema includes Primary address attributes by default. You can choose to include attributes for additional address types, including:
- Office
- Corporate
- Previous
- Mailing
- Shipping
- Registered
- Billing
- Other
Each address type includes the following attributes:
| Address Attribute | Used in Matching |
|---|---|
| Address (Map source fields with address line 1 or complete address to this field) | yes |
| Address Line 2 | yes |
| Address Line 3 | no |
| Address Line 4 | no |
| City | yes |
| State | yes |
| Country | yes |
| Latitude | no |
| Longitude | no |
Default consolidation rule for all addresses:
For all address attributes in the address group, Tamr selects the golden record values from the single source record with:
- The most common non-null Address. If the most common value is null, THEN
- The most common non-null City. If the most common value is null, THEN
- The most common non-null State. If the most common value is null, THEN
- The most common non-null Postal Code. If the most common value is null, THEN
- The most common non-null Country. If the most common value is null, THEN
- The most common Address Line 2.
Final value condition: Smallest value
Phone Attributes
The data product schema includes Mobile phone number attributes by default. You can choose to include attributes for additional phone number types, including:
- Home
- Work
- Office
- Other
Each phone type includes the following attributes:
| Phone Attribute | Used in Matching |
|---|---|
| Phone | yes |
| Alternative Phone | yes |
Default consolidation rule for all phones:
For all phone attributes in the phone group, Tamr selects the golden record values from the single source record with the most common value for Phone.
Final value condition: Smallest value
Email Attributes
The data product schema includes Personal email address attributes by default. You can choose to include attributes for additional email address types, including:
- Work
- Office
- Other
Each email type includes the following attributes:
| Email Attribute | Used in Matching | Default Record Consolidation Rule |
|---|---|---|
| yes | Most common Email Final value condition: Smallest value |
License Attributes
You can add up to 20 provider licenses. Each license includes the following attributes:
| License Attribute | Used in Matching |
|---|---|
| Number | yes |
| State | yes |
| Country | yes |
| Status | yes |
Default consolidation rule for all licenses: List of distinct values
Updated about 16 hours ago