Table 2 Selected features from datasets
From: Investigating the relationship between time and predictive model maintenance
Dataset | Feature | Description |
|---|---|---|
Part B\(^{\text {a}}\) | npi | Unique provider identification number |
provider_type | Medical provider’s specialty (or practice) | |
nppes_provider_gender | Provider’s gender | |
line_srvc_cnt | Number of procedures/services the provider performed | |
bene_unique_cnt | Number of distinct Medicare beneficiaries receiving the service | |
bene_day_srvc_cnt | Number of distinct Medicare beneficiaries / per day service performed | |
average_submitted_chrg_amt | Average of the charges that the provider submitted for the service | |
average_medicare_payment_amt | Average payment made to a provider per claim for the service performed | |
Part D | npi | Unique provider identification number |
specialty_description | Medical provider’s specialty (or practice) | |
bene_count | Number of distinct Medicare beneficiaries receiving the drug | |
total_claim_count | Number of drugs the provider administered | |
total_30_day_fill_count | Number of standardized 30-day fills | |
total_day_supply | Number of day’s supply | |
total_drug_cost | Cost paid for all associated claims | |
DMEPOS | referring_npi | Unique provider identification number |
referring_provider_type | Medical provider’s specialty (or practice) | |
referring_provider_gender | Provider’s gender | |
number_of_suppliers | Number of suppliers used by provider | |
number_of_supplier_beneficiaries | Number of beneficiaries associated by the supplier | |
number_of_supplier_claims | Number of claims submitted by a supplier due to an order by a referring order | |
number_of_supplier_services | Number of services/products rendered by a supplier | |
avg_supplier_submitted_charge | Average payment submitted by a supplier | |
avg_supplier_medicare_pmt_amt | Average payment awarded to suppliers |