| Dimensional Warehouse Model Data Model |
| Description | Analysis of the performance and utilization of a pharmacy department in a Healthcare Organization. A pharmacy is a medical treatment facility specialized in the preparation and dispensing of medications prescribed by physicians for patient care. Dimensions (and sample axes of analysis): - Calendar (Reporting Year) - Geographic Area (Region, State) - Patient (Age, Gender, Smoker Status, BMI) - Point of Care Location - Job - Practitioner - Provider |
| Primary Key | |
 Pharmacy Compliance Analysis PK |
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| Dependencies | |
 NONE |
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| Reverse Dependencies | |
| |
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| Attribute Details |
Average Dispensed Prescription Personnel Cost
| Description | The average cost per prescription filled by the pharmacy Formula: [(A/B)] (see dependencies and their labels for measures used in the formula) |
| Data Type | Standards - Data Domains.ddm/Data Domains/Currency Amount [DECIMAL(14,2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Average Time Per Order
| Description | Average time from receipt of order until the medication is dispensed. Formula: [(A/B)] (see dependencies and their labels for measures used in the formula) |
| Data Type | Standards - Data Domains.ddm/Data Domains/Decimal Float [FLOAT(15)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Calendar Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Geographic Area Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Job Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Number of Order Reviews Needed
| Description | The number of Pharmacy orders that contain a warning or have another indication that they require special attention. This may be due to the nature of the medication being ordered or the format in which it is to be prepared and dispensed. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Count [INTEGER] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Number Of Pharmacy Interventions
| Description | The number of occasions where a pharmacist has intervened to question a physicians medication prescription or other instruction or to challenge or suggest changes to the prescription or instructions. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Count [INTEGER] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Number Of Pharmacy Orders
| Description | The total number of orders received by the pharmacy. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Count [INTEGER] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Number Of Prescriptions Dispensed
| Description | The total number of pharmacy orders or prescriptions filled. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Count [INTEGER] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Number of Substitutions Dispensed
| Description | A measure to count the number of medication substitutions actually dispensed rather than the initial prescribed medication. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Count [INTEGER] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Order Turnaround Time
| Description | The sum of all time intervals between when a prescription is ordered and when it is dispensed. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Number Decimal Small [DECIMAL(5,2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Patient Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Percentage Of Orders Needing Review
| Description | The number of pharmacy orders that require a review expressed as a percentage of the total number of pharmacy orders. Reviews add complexity to the pharmacy workload and should be considered when assessing pharmacy throughput and the productivity of pharmacy personnel. Formula: [(A/B) *100] (see dependencies and their labels for measures used in the formula) |
| Data Type | Standards - Data Domains.ddm/Data Domains/Percentage [FLOAT(2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Percentage Of Pharmacy Interventions
| Description | The number of occasions where a pharmacist intervened to question, challenge or suggest changes to a prescription expressed as a percentage of the number of prescription orders. Formula: [(A/B) *100] (see dependencies and their labels for measures used in the formula) |
| Data Type | Standards - Data Domains.ddm/Data Domains/Percentage [FLOAT(2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Percentage Of Substitute Dispenses
| Description | The number of prescription dispenses where a product was substituted expressed as a percentage of the total number of prescriptions dispensed. Substitutions may be done intentionally where a lower cost alternative was available or may be done out of necessity where the ordered product was not available. Formula: [(A/B) *100] (see dependencies and their labels for measures used in the formula) |
| Data Type | Standards - Data Domains.ddm/Data Domains/Percentage [FLOAT(2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Pharmacy Personnel Cost
| Description | The personnel cost to the healthcare organization relating to pharmacy activities. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Currency Amount [DECIMAL(14,2)] |
| Is Part Of PrimaryKey | false |
| Is Required | false |
| Is Derived | false |
| Is Surrogate Key | false |
Point Of Care Location Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Practitioner Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
Provider Dk
| Description | A numeric surrogate key used to uniquely identify entities in the dimensional model. |
| Data Type | Standards - Data Domains.ddm/Data Domains/Surrogate Key Large [LONG] |
| Is Part Of PrimaryKey | true |
| Is Required | true |
| Is Derived | false |
| Is Surrogate Key | false |
| Relationship Details |
Pharmacy Compliance Analysis_Practitioner Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Practitioner Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Provider Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Provider Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Calendar Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Calendar Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Geographic Area Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Geographic Area Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Point Of Care Location Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Point Of Care Location Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Patient Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Patient Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
Pharmacy Compliance Analysis_Job Dimension_FK
| Is Identifying Relationship | true |
| Child Table | Pharmacy Compliance Analysis |
| Child Multiplicity | ZERO_TO_MANY |
| Child Referential Integrity: On Delete | NONE |
| Child Referential Integrity: On Insert | NONE |
| Child Referential Integrity: On Update | NONE |
| Parent Table | Job Dimension |
| Parent Multiplicity | ONE |
| Parent Referential Integrity: On Delete | NONE |
| Parent Referential Integrity: On Insert | NONE |
| Parent Referential Integrity: On Update | NONE |
| Primary Key Details |
Pharmacy Compliance Analysis PK
| Key Attribute | Geographic Area Dk |
| Key Attribute | Patient Dk |
| Key Attribute | Practitioner Dk |
| Key Attribute | Provider Dk |
| Key Attribute | Calendar Dk |
| Key Attribute | Point Of Care Location Dk |
| Key Attribute | Job Dk |
| Dimensional Warehouse Model Data Model |