Providing easy access to healthcare provider data through publicly available APIs.
You can install provider from GitHub with:
# install.packages("pak")
pak::pak("andrewallenbruce/provider")library(provider)
library(dplyr)
library(tidyr)affiliations(facility_ccn = 370781)#> # A tibble: 16 × 7
#> npi pac first middle last facility_type facility_ccn
#> <chr> <chr> <chr> <chr> <chr> <fct> <chr>
#> 1 1053547950 7618131160 AARON S SIZELOVE Hospital 370781
#> 2 1083618003 6406913474 KEITH J KASSABIAN Hospital 370781
#> 3 1225098460 2466474713 BRENDA K HUENERGARDT Hospital 370781
#> 4 1245239045 4082508833 STEVE M MADRID Hospital 370781
#> 5 1316939622 2769376508 CHESTER WRAY BEAM Hospital 370781
#> 6 1417376823 0941531362 MICHAEL <NA> TRAN Hospital 370781
#> 7 1427045400 7517858608 THOMAS <NA> MCGARRY Hospital 370781
#> 8 1487435053 8426405796 NICHOLAS <NA> RUSSENBERG… Hospital 370781
#> 9 1568453835 3870487739 DWAYNE A SCHMIDT Hospital 370781
#> 10 1629043369 6103878764 JANA NIKOLE MORRIS Hospital 370781
#> 11 1659758472 3375853419 ALYSSA B MIZE Hospital 370781
#> 12 1740291517 1052341575 WILLIAM LANCE GARNER Hospital 370781
#> 13 1780762195 1052581154 CHRISTIAN L KOOPMAN Hospital 370781
#> 14 1790005809 2668699729 RYAN B HURST Hospital 370781
#> 15 1891248191 1658620976 MATTHEW I ORGEL Hospital 370781
#> 16 1922361740 1052633591 LYNNETTE <NA> MORRISON Hospital 370781
beneficiaries(
year = 2023,
period = "Year",
level = "County",
state = "GA",
county = "Lowndes County") |>
glimpse()#> Rows: 1
#> Columns: 26
#> $ year <int> 2023
#> $ period <ord> Year
#> $ level <ord> County
#> $ state <ord> GA
#> $ state_name <ord> Georgia
#> $ county <chr> "Lowndes County"
#> $ fips <chr> "13185"
#> $ bene_total <int> 20536
#> $ bene_orig <int> 11128
#> $ bene_ma_oth <int> 9408
#> $ bene_total_aged <int> 17059
#> $ bene_aged_esrd <int> 125
#> $ bene_aged_no_esrd <int> 16933
#> $ bene_total_dsb <int> 3477
#> $ bene_dsb_esrd <int> 145
#> $ bene_dsb_no_esrd <int> 3333
#> $ bene_total_ab <int> 19048
#> $ bene_ab_orig <int> 9646
#> $ bene_ab_ma_oth <int> 9402
#> $ bene_total_rx <int> 14843
#> $ bene_rx_pdp <int> 5942
#> $ bene_rx_mapd <int> 8901
#> $ bene_rx_lis_elig <int> 5558
#> $ bene_rx_lis_full <int> 475
#> $ bene_rx_lis_part <int> 159
#> $ bene_rx_lis_no <int> 8651
clinicians(npi = 1932365699) |> glimpse()#> Rows: 1
#> Columns: 19
#> $ npi <chr> "1932365699"
#> $ pac <chr> "0042370496"
#> $ enid <chr> "I20171107000894"
#> $ first <chr> "STEFAN"
#> $ middle <chr> "MICHAEL"
#> $ last <chr> "SMITH"
#> $ gender <fct> Male
#> $ credential <chr> "OD"
#> $ school <chr> "ILLINOIS COLLEGE OF OPTOMETRY AT CHICAGO"
#> $ grad_year <int> 2008
#> $ specialty <chr> "OPTOMETRY"
#> $ facility_name <chr> "LEE ANN HOVEN OD PC"
#> $ pac_org <chr> "5193882009"
#> $ members_org <int> 2
#> $ address_org <chr> "1165 S CAMINO DEL RIO SUITE 100"
#> $ city_org <chr> "DURANGO"
#> $ state_org <ord> CO
#> $ zip_org <chr> "813036824"
#> $ phone_org <chr> "9702478762"
hospitals(npi = 1720098791) |> glimpse()#> Rows: 1
#> Columns: 22
#> $ npi_org <chr> "1720098791"
#> $ pac_org <chr> "7618950643"
#> $ enid_org <chr> "O20230310002325"
#> $ enid_state <ord> GA
#> $ facility_ccn <chr> "110779"
#> $ organization <chr> "IRWIN COUNTY HOSPITAL"
#> $ doing_business_as <chr> "PROGRESSIVE MEDICAL ENTERPRISE"
#> $ specialty_code <chr> "00-24"
#> $ specialty <chr> "PART A PROVIDER - RURAL EMERGENCY HOSPITAL (REH)"
#> $ incorp_state <ord> GA
#> $ structure <chr> "OTHER: HOSPITAL AUTHORITY"
#> $ address <chr> "710 N IRWIN AVE"
#> $ city <chr> "OCILLA"
#> $ state <ord> GA
#> $ zip <chr> "317745011"
#> $ location_type <chr> "OTHER HOSPITAL PRACTICE LOCATION: REH"
#> $ registration <fct> Non-Profit
#> $ multi_npi <lgl> FALSE
#> $ reh_date <date> 2023-03-23
#> $ reh_ccns <chr> "110130"
#> $ reh_conversion <lgl> TRUE
#> $ subgroup <fct> None
laboratories(clia = "11D0265516") |> glimpse()#> Rows: 1
#> Columns: 25
#> $ clia_number <chr> "11D0265516"
#> $ provider_name <chr> "DANIEL FELDMAN MD"
#> $ certificate <ord> Compliance
#> $ clia_medicare <chr> "00205114A3"
#> $ effective_date <date> 1996-08-29
#> $ expiration_date <date> 1998-08-04
#> $ expired <lgl> TRUE
#> $ termination_reason <ord> "Mail Returned No Forward Address Cert Ended (CL…
#> $ status <ord> In Compliance
#> $ poc_ind <lgl> TRUE
#> $ type_of_action <ord> Recertification
#> $ ownership_type <fct> Proprietary
#> $ facility_type <ord> Physician Office
#> $ director_affiliations <int> 0
#> $ address <chr> "205 WOODROW WILSON DR"
#> $ city <chr> "VALDOSTA"
#> $ state <ord> GA
#> $ zip <chr> "31602"
#> $ phone <chr> "8032619888"
#> $ orig_part_date <date> 1992-09-01
#> $ application_date <date> 1993-01-20
#> $ certification_date <date> 1996-03-21
#> $ mailed_date <date> 1996-09-25
#> $ region <fct> Atlanta
#> $ clia_class_current <fct> CLIA Lab
nppes(npi = 1497535637) |> glimpse()#> Rows: 1
#> Columns: 23
#> $ npi <chr> "1497535637"
#> $ entity_type <fct> Individual
#> $ enum_date <date> 2023-10-04
#> $ cert_date <date> 2023-10-05
#> $ last_update <date> 2023-10-05
#> $ status <fct> Active
#> $ first <chr> "CARTER"
#> $ last <chr> "ADAMS"
#> $ gender <fct> Male
#> $ credential <chr> "NP-BC"
#> $ sole_prop <lgl> FALSE
#> $ purpose <fct> Practice
#> $ address <chr> "2501 N PATTERSON ST"
#> $ city <chr> "VALDOSTA"
#> $ state <ord> GA
#> $ zip <chr> "316021785"
#> $ country <chr> "US"
#> $ phone <chr> "229-433-1000"
#> $ tx_code <chr> "363L00000X"
#> $ tx_primary <lgl> TRUE
#> $ tx_desc <chr> "Nurse Practitioner"
#> $ tx_license <chr> "RN272237"
#> $ tx_state <ord> GA
open_payments(
year = 2021,
npi = 1023630738,
na.rm = TRUE) |>
glimpse()#> Rows: 1
#> Columns: 46
#> $ program_year <int> 2021
#> $ npi <chr> "1023630738"
#> $ covered_recipient <fct> Non-Physician Practitioner
#> $ first <chr> "ALYSIA"
#> $ middle <chr> "MOTA"
#> $ last <chr> "SMITH"
#> $ address <chr> "610 N HOY ST"
#> $ city <chr> "BUFFALO"
#> $ state <ord> OK
#> $ zip <chr> "73834"
#> $ country <chr> "United States"
#> $ primary <chr> "Physician Assistant"
#> $ specialty <chr> "Physician Assistants & Advanced Practice Nursing …
#> $ license_state <ord> OK
#> $ physician_ownership <lgl> FALSE
#> $ third_party_payment <chr> "No Third Party Payment"
#> $ publish_date <date> 2024-06-28
#> $ publish_delay <lgl> FALSE
#> $ publish_dispute <lgl> FALSE
#> $ related_product <lgl> TRUE
#> $ payer_id <chr> "100000866821"
#> $ payer_sub <chr> "Organon LLC"
#> $ payer_name <chr> "Organon LLC"
#> $ payer_state <ord> NJ
#> $ payer_country <chr> "United States"
#> $ pay_form <chr> "In-kind items and services"
#> $ pay_nature <chr> "Food and Beverage"
#> $ pay_total <dbl> 17.43
#> $ pay_date <date> 2021-08-25
#> $ pay_count <int> 1
#> $ row_id <int> 1
#> $ group_id <int> 1
#> $ name <chr> "NEXPLANON"
#> $ covered <lgl> TRUE
#> $ type <chr> "Drug"
#> $ category <chr> "CONTRACEPTIVES"
#> $ ndc <chr> "78206-145-01"
#> $ ndc.rxcui <chr> "1111011"
#> $ ndc.atc <chr> "G03AC"
#> $ ndc.status <chr> "ACTIVE"
#> $ ndc.brand_name <chr> "NEXPLANON"
#> $ ndc.drug_name <chr> "etonogestrel 68 MG Drug Implant [Nexplanon]"
#> $ ndc.atc_first <chr> "genito urinary system and sex hormones"
#> $ ndc.atc_second <chr> "sex hormones and modulators of the genital system"
#> $ ndc.atc_third <chr> "hormonal contraceptives for systemic use"
#> $ ndc.atc_fourth <chr> "progestogens"
opt_out(npi = 1043522824) |> glimpse()#> Rows: 1
#> Columns: 12
#> $ npi <chr> "1043522824"
#> $ first <chr> "James"
#> $ last <chr> "Smith"
#> $ specialty <chr> "Nurse Practitioner"
#> $ order_refer <lgl> TRUE
#> $ optout_start_date <date> 2019-07-01
#> $ optout_end_date <date> 2025-07-01
#> $ last_updated <date> 2023-09-15
#> $ address <chr> "8585 E HARTFORD DR STE 111"
#> $ city <chr> "SCOTTSDALE"
#> $ state <ord> AZ
#> $ zip <chr> "852555472"
order_refer(npi = 1043522824) |> glimpse()#> Rows: 4
#> Columns: 4
#> $ npi <chr> "1043522824", "1043522824", "1043522824", "1043522824"
#> $ first <chr> "JAMES", "JAMES", "JAMES", "JAMES"
#> $ last <chr> "SMITH", "SMITH", "SMITH", "SMITH"
#> $ eligible <fct> Medicare Part B, Home Health Agency, Durable Medical Equipmen…
outpatient(
year = 2021,
state = "GA",
city = "Valdosta",
apc = "5072") |>
glimpse()#> Rows: 1
#> Columns: 18
#> $ year <int> 2021
#> $ ccn <chr> "110122"
#> $ organization <chr> "South Georgia Medical Center"
#> $ address <chr> "2501 North Patterson Street, Po Box 1727"
#> $ city <chr> "Valdosta"
#> $ state <ord> GA
#> $ fips <chr> "13"
#> $ zip <chr> "31602"
#> $ ruca <chr> "1"
#> $ apc <chr> "5072"
#> $ apc_desc <chr> "Level 2 Excision/ Biopsy/ Incision and Drainage"
#> $ tot_benes <int> 210
#> $ comp_apc_srvcs <int> 222
#> $ avg_charges <dbl> 6454.778
#> $ avg_allowed <dbl> 1233.753
#> $ avg_payment <dbl> 981.9733
#> $ tot_outlier_srvcs <int> 0
#> $ avg_outlier_payment <dbl> 0
prescribers(
year = 2022,
type = 'Provider',
npi = 1003000126) |>
glimpse()#> Rows: 1
#> Columns: 28
#> $ year <int> 2022
#> $ npi <chr> "1003000126"
#> $ entity_type <fct> Individual
#> $ first <chr> "Ardalan"
#> $ last <chr> "Enkeshafi"
#> $ gender <fct> Male
#> $ credential <chr> "MD"
#> $ specialty <chr> "Internal Medicine"
#> $ source <chr> "Claim-Specialty"
#> $ address <chr> "6410 Rockledge Dr Ste 304"
#> $ city <chr> "Bethesda"
#> $ state <ord> MD
#> $ zip <chr> "20817"
#> $ fips <chr> "24"
#> $ ruca <chr> "1"
#> $ country <chr> "US"
#> $ tot_claims <int> 413
#> $ tot_fills <dbl> 715.7667
#> $ tot_cost <dbl> 36330.41
#> $ tot_supply <int> 19258
#> $ tot_benes <int> 155
#> $ rx_rate_opioid <dbl> 3.1477
#> $ rx_rate_opioid_la <dbl> 0
#> $ bene_race_blk <int> 20
#> $ hcc_risk_avg <dbl> 2.059633
#> $ detailed <list> [<tbl_df[1 x 32]>]
#> $ demographics <list> [<tbl_df[1 x 14]>]
#> $ gte_65 <list> [<tbl_df[1 x 8]>]
prescribers(
year = 2022,
npi = 1003000126,
type = 'Drug',
brand_name = 'Atorvastatin Calcium') |>
glimpse()#> Rows: 1
#> Columns: 17
#> $ year <int> 2022
#> $ npi <chr> "1003000126"
#> $ last <chr> "Enkeshafi"
#> $ first <chr> "Ardalan"
#> $ city <chr> "Bethesda"
#> $ state <ord> MD
#> $ fips <chr> "24"
#> $ specialty <chr> "Internal Medicine"
#> $ source <chr> "Claim-Specialty"
#> $ brand_name <chr> "Atorvastatin Calcium"
#> $ generic_name <chr> "Atorvastatin Calcium"
#> $ tot_claims <int> 11
#> $ tot_fills <dbl> 29
#> $ tot_supply <int> 870
#> $ tot_cost <dbl> 286.69
#> $ level <ord> Provider
#> $ gte_65 <list> [<tbl_df[1 x 7]>]
prescribers(
year = 2022,
type = 'Geography',
level = 'National',
brand_name = 'Clotrimazole-Betamethasone') |>
glimpse()#> Rows: 1
#> Columns: 20
#> $ year <int> 2022
#> $ level <ord> National
#> $ state <ord> National
#> $ brand_name <chr> "Clotrimazole-Betamethasone"
#> $ generic_name <chr> "Clotrimazole/Betamethasone Dip"
#> $ tot_prescribers <int> 205696
#> $ tot_claims <int> 1598558
#> $ tot_fills <dbl> 1688104
#> $ tot_cost <dbl> 48271880
#> $ tot_benes <int> 879153
#> $ tot_claims_ge65 <int> 1361135
#> $ tot_fills_ge65 <dbl> 1439915
#> $ tot_cost_ge65 <dbl> 40468578
#> $ tot_benes_ge65 <int> 760752
#> $ tot_cost_lis <dbl> 767079.3
#> $ tot_cost_nlis <dbl> 12326159
#> $ opioid <lgl> FALSE
#> $ opioid_la <lgl> FALSE
#> $ antibiotic <lgl> FALSE
#> $ antipsychotic <lgl> FALSE
providers(
npi = 1720098791,
enid = "O20040610001257") |>
glimpse()#> Rows: 1
#> Columns: 7
#> $ npi <chr> "1720098791"
#> $ pac <chr> "7618950643"
#> $ enid <chr> "O20040610001257"
#> $ specialty_code <chr> "12-70"
#> $ specialty_description <chr> "PART B SUPPLIER - CLINIC/GROUP PRACTICE"
#> $ state <ord> GA
#> $ organization <chr> "IRWIN COUNTY HOSPITAL"
quality_payment(
year = 2021,
npi = 1932365699) |>
glimpse()#> Rows: 1
#> Columns: 92
#> $ `provider key` <chr> "000493218"
#> $ `practice state or us territory` <chr> "CO"
#> $ `practice size` <chr> "3"
#> $ `clinician specialty` <chr> "Optometry"
#> $ `years in medicare` <chr> "14"
#> $ npi <chr> "1932365699"
#> $ engaged <chr> "True"
#> $ `participation type` <chr> "Group"
#> $ `medicare patients` <chr> "555"
#> $ `allowed charges` <chr> "112449"
#> $ services <chr> "1157"
#> $ `opted into mips` <chr> "False"
#> $ `small practitioner` <chr> "True"
#> $ `rural clinician` <chr> "True"
#> $ `hpsa clinician` <chr> "True"
#> $ `ambulatory surgical center` <chr> "False"
#> $ `hospital-based clinician` <chr> "False"
#> $ `non-patient facing` <chr> "False"
#> $ `facility-based` <chr> "False"
#> $ `extreme hardship` <chr> "True"
#> $ `final score` <chr> "60"
#> $ `payment adjustment percentage` <chr> "0"
#> $ `complex patient bonus` <chr> "2.54"
#> $ `extreme hardship quality` <chr> "True"
#> $ `quality category score` <chr> "45"
#> $ `quality improvement bonus` <chr> "0"
#> $ `quality bonus` <chr> "False"
#> $ `quality measure id 1` <chr> "141"
#> $ `quality measure score 1` <chr> "3"
#> $ `quality measure id 2` <chr> "014"
#> $ `quality measure score 2` <chr> "3"
#> $ `quality measure id 3` <chr> "110"
#> $ `quality measure score 3` <chr> "3"
#> $ `quality measure id 4` <chr> "47"
#> $ `quality measure score 4` <chr> "3"
#> $ `quality measure id 5` <chr> "1"
#> $ `quality measure score 5` <chr> "0"
#> $ `quality measure id 6` <chr> "117"
#> $ `quality measure score 6` <chr> "0"
#> $ `quality measure id 7` <chr> ""
#> $ `quality measure score 7` <chr> ""
#> $ `quality measure id 8` <chr> ""
#> $ `quality measure score 8` <chr> ""
#> $ `quality measure id 9` <chr> ""
#> $ `quality measure score 9` <chr> ""
#> $ `quality measure id 10` <chr> ""
#> $ `quality measure score 10` <chr> ""
#> $ `promoting interoperability (pi) category score` <chr> "0"
#> $ `extreme hardship pi` <chr> "True"
#> $ `pi hardship` <chr> "False"
#> $ `pi reweighting` <chr> "False"
#> $ `pi bonus` <chr> "False"
#> $ `pi cehrt id` <chr> ""
#> $ `pi measure id 1` <chr> ""
#> $ `pi measure score 1` <chr> ""
#> $ `pi measure id 2` <chr> ""
#> $ `pi measure score 2` <chr> ""
#> $ `pi measure id 3` <chr> ""
#> $ `pi measure score 3` <chr> ""
#> $ `pi measure id 4` <chr> ""
#> $ `pi measure score 4` <chr> ""
#> $ `pi measure id 5` <chr> ""
#> $ `pi measure score 5` <chr> ""
#> $ `pi measure id 6` <chr> ""
#> $ `pi measure score 6` <chr> ""
#> $ `pi measure id 7` <chr> ""
#> $ `pi measure score 7` <chr> ""
#> $ `pi measure id 8` <chr> ""
#> $ `pi measure score 8` <chr> ""
#> $ `pi measure id 9` <chr> ""
#> $ `pi measure score 9` <chr> ""
#> $ `pi measure id 10` <chr> ""
#> $ `pi measure score 10` <chr> ""
#> $ `pi measure id 11` <chr> ""
#> $ `pi measure score 11` <chr> ""
#> $ `ia score` <chr> "0"
#> $ `extreme hardship ia` <chr> "True"
#> $ `ia study` <chr> "False"
#> $ `ia measure id 1` <chr> ""
#> $ `ia measure score 1` <chr> ""
#> $ `ia measure id 2` <chr> ""
#> $ `ia measure score 2` <chr> ""
#> $ `ia measure id 3` <chr> ""
#> $ `ia measure score 3` <chr> ""
#> $ `ia measure id 4` <chr> ""
#> $ `ia measure score 4` <chr> ""
#> $ `cost score` <chr> "0"
#> $ `extreme hardship cost` <chr> "True"
#> $ `cost measure id 1` <chr> ""
#> $ `cost measure score 1` <chr> ""
#> $ `cost measure id 2` <chr> ""
#> $ `cost measure score 2` <chr> ""
quality_eligibility(
year = 2024,
npi = 1932365699,
tidy = FALSE,
unnest = FALSE,
pivot = FALSE,
na.rm = FALSE) |>
glimpse()#> Rows: 1
#> Columns: 13
#> $ year <chr> "2024"
#> $ firstName <chr> "STEFAN"
#> $ middleName <chr> "MICHAEL"
#> $ lastName <chr> "SMITH"
#> $ npi <chr> "1932365699"
#> $ nationalProviderIdentifierType <int> 1
#> $ firstApprovedDate <chr> "2008-11-15"
#> $ yearsInMedicare <int> 16
#> $ pecosEnrollmentDate <int> 2008
#> $ newlyEnrolled <lgl> FALSE
#> $ specialty <df[,3]> <data.frame[1 x 3]>
#> $ isMaqi <lgl> FALSE
#> $ organizations <list> [<data.frame[2 x 12]>]
reassignments(
npi = 1932365699,
pac_org = 7719037548) |>
glimpse()#> Rows: 1
#> Columns: 12
#> $ npi <chr> "1932365699"
#> $ pac <chr> "42370496"
#> $ enid <chr> "I20171107000894"
#> $ first <chr> "STEFAN"
#> $ last <chr> "SMITH"
#> $ associations <int> 2
#> $ organization <chr> "EYE CENTER OF THE ROCKIES PC"
#> $ pac_org <chr> "7719037548"
#> $ enid_org <chr> "O20090616000599"
#> $ state_org <ord> CO
#> $ reassignments <int> 5
#> $ entry <fct> Reassignment
utilization(
year = 2022,
npi = 1932365699,
type = "Provider") |>
glimpse()#> Rows: 1
#> Columns: 20
#> $ year <int> 2022
#> $ npi <chr> "1932365699"
#> $ entity_type <fct> Individual
#> $ first <chr> "Stefan"
#> $ middle <chr> "M"
#> $ last <chr> "Smith"
#> $ gender <fct> Male
#> $ credential <chr> "OD"
#> $ specialty <chr> "Optometry"
#> $ address <chr> "724 St. Louis Road"
#> $ city <chr> "Collinsville"
#> $ state <ord> IL
#> $ zip <chr> "62234"
#> $ fips <chr> "17"
#> $ ruca <chr> "1"
#> $ country <chr> "US"
#> $ par <lgl> TRUE
#> $ performance <list> [<tbl_df[1 x 11]>]
#> $ demographics <list> [<tbl_df[1 x 12]>]
#> $ conditions <list> [<tbl_df[1 x 1]>]
utilization(
year = 2022,
npi = 1932365699,
hcpcs = "99214",
type = "Service",
rbcs = FALSE) |>
glimpse()#> Rows: 1
#> Columns: 29
#> $ year <int> 2022
#> $ npi <chr> "1932365699"
#> $ level <ord> Provider
#> $ entity_type <chr> "I"
#> $ first <chr> "Stefan"
#> $ middle <chr> "M"
#> $ last <chr> "Smith"
#> $ gender <fct> Male
#> $ credential <chr> "O.D."
#> $ specialty <chr> "Optometry"
#> $ address <chr> "724 St. Louis Road"
#> $ city <chr> "Collinsville"
#> $ state <ord> IL
#> $ zip <chr> "62234"
#> $ fips <chr> "17"
#> $ ruca <chr> "1"
#> $ country <chr> "US"
#> $ par <lgl> TRUE
#> $ hcpcs <chr> "99214"
#> $ hcpcs_desc <chr> "Established patient office or other outpatient visit, 30…
#> $ drug <lgl> FALSE
#> $ pos <fct> Non-facility
#> $ tot_benes <int> 38
#> $ tot_srvcs <int> 46
#> $ tot_day <int> 46
#> $ avg_charge <dbl> 135
#> $ avg_allowed <dbl> 130.6146
#> $ avg_payment <dbl> 80.1337
#> $ avg_std_pymt <dbl> 78.30435
utilization(
year = 2022,
hcpcs = "99205",
level = "National",
pos = "F",
type = "Geography",
rbcs = FALSE) |>
glimpse()#> Rows: 1
#> Columns: 15
#> $ year <int> 2022
#> $ level <ord> National
#> $ state <ord> National
#> $ hcpcs <chr> "99205"
#> $ hcpcs_desc <chr> "New patient office or other outpatient visit, 60-74 minu…
#> $ drug <lgl> FALSE
#> $ pos <fct> Facility
#> $ tot_provs <int> 67438
#> $ tot_benes <int> 589940
#> $ tot_srvcs <int> 672234
#> $ tot_day <int> 672211
#> $ avg_charge <dbl> 506.3615
#> $ avg_allowed <dbl> 183.1025
#> $ avg_payment <dbl> 139.1145
#> $ avg_std_pymt <dbl> 137.0229
Please note that the provider project is released with a Contributor
Code of
Conduct.
By contributing to this project, you agree to abide by its terms.
This project is primarily maintained by Andrew Bruce. Other authors may occasionally assist with some of these duties.