Supplemental Digital Content 1 Bice-Boxerman Continuity of Care (COC) Index Where: N = total number of ambulatory visits nj = the number of ambulatory visits to provider j s = the number of unique providers for ambulatory visits for the particular beneficiary Usual Provider Continuity Index UPC=n/N Where: n=number of ambulatory care visits to usual provider N=total number of ambulatory care visits Evaluation and Management Codes The following evaluation and management codes were used to identify ambulatory care visits in the carrier file: 99201, 99202, 99203, 99204, 99205, 99211, 99212, 99213, 99214, 99215, 99241, 99242, 99243, 99244, 99245, 99304, 99305, 99306, 99307, 99308, 99309, 99310, 99324, 99325, 99326, 99327, 99328, 99334, 99335, 99336, 99337, 99341, 99342, 99343, 99344, 99345, 99347, 99348, 99349, 99350, 99354, 99355, 99358, 99359, 99381, 99382, 99383, 99384, 99385, 99386, 99387, 99391, 99392, 99393, 99394, 99395, 99396, 99397, G0402, G0438, G0439, 99401, 99402, 99403, 99404, 99406, 99407, 99408, 99409, 99411, 99412, 99420, 99429. The following revenue center codes were used to identify ambulatory care visits to federally qualified health centers, rural health centers, and critical access hospitals: 0521, 0522, 0525. Primary Taxonomy Codes in NPPES If only 4 or 5 digits are listed, then any taxonomy code with those first 4 digits is assigned to that specialty type Generalists: Primary Care Providers Considered in this Analysis 1 General practice =208D00000X Family practice = 207Q00000X, 207QA0505X Internal medicine = 207R00000X Geriatric medicine = 207RG0300X, 207QG0300X Nurse practitioner (restricted to general NP, acute care, adult health, community health, family, gerontology, general pediatrics, primary care, women’s health, school) = 363L00000X, 363LA2100X, 363LA2200X, 363LC1500X, 363LF0000X, 363LG0600X, 363LP0200X, 363LP2300X, 363LS0200X, 363LW0102X Preventive medicine, public health and general preventive medicine =2083P0901X Clinical Nurse Specialist (restricted to general, adult health, community health, family health, gerontology, holistic, pediatrics, school, women’s health, home health) = 364S00000X, 364SA2200X, 364SC1501X, 364SF0001X, 364SG0600X, 364SH1100X, 364SH0200X, 364SP0200X, 364SS0200X, 364SW0102X Physician assistant (restricted to general and medicine) = 363A00000X, 363AM0700X Pediatrician/Adolescent Medicine (including generalist pediatrics and adolescent medicine providers) = 208000000X, 2080A0000X, 207QA0000X, 207RA0000X Specialists: Medical Specialists Considered in this Analysis Allergy/immunology = 207K00000X, 207KA0200X, 207KI0005X, 207RA0201X, 207RI0001X Otolaryngology = 207Y****** Cardiology/peripheral vascular disease, including cardiatric electrophysiology and interventional cardiology = 207RC0000X, 207RC0001X, 207RI0011X Dermatology = 207N****** Interventional Pain Management = 208VP0014X Gastroenterology = 207RG0100X Neurology = 2084N0400X, 2084N0402X Obstetrics/gynecology = 207V****** , except 207VX0201X because it is captured as gynecologist/oncologist Ophthalmology = 207W00000X Physical medicine and rehabilitation = 2081****** Psychiatry = 2084P0800X Pulmonary disease = 207RP1001X Urology = 208800000X, 2088P0231X Nephrology = 207RN0300X Infectious disease = 207RI0200X Endocrinology = 207RE0101X Rheumatology = 207RR0500X Pain Management = 208VP0000X Addiction medicine = 207L00000X, 207QA0401X, 207RA0401X, 2084A0401X Hematology = 207RH0000X Hematology/oncology = 207RH0003X 2 Neuropsychiatry = 2084****** , excluding 2084P0800X, 2084N0400X, 2084N0402X because they are captured in psychiatry and neurology Medical oncology = 207RX0202X Radiation oncology = 2085R0001X Gynecologist/oncologist = 207VX0201X Nurse practitioner specialists (including critical care, neonatal, ob/gyn, occupational health, perinatal, psychiatric) = 363L****** , excluding the 363L codes listed in generalists Clinical Nurse Specialist (including all the specialties not listed in generalists) = 364S*****, excluding the 364S codes listed in generalists Preventive medicine specialties (including aerospace medicine, medical toxicology, occupational medicine, sports medicine, hyperbaric medicine) = 2083P*****, excluding the 2083P codes listed in pediatric generalists Pediatric specialists (e.g., immunology, cardiology, critical care, endocrinology, etc.) = 2080******, excluding the 2080 codes listed in generalists Bariatric medicine = 207QB0002X, 207RB0002X Hospice/palliative = 207QH0002X, 207RH0002X Sports medicine, including neuromuculoskeletal medicine = 207QS0010X, 207RS0010X, 204D00000X, 204C00000X Sleep medicine = 207QS1201X, 207RS0012X Hepatology, incuding transplant = 207RI0008X, 207RT0003X Phlebology = 202K00000X Examples of Medical and Surgical Specialties not Considered in this Analysis Radiology, interventional and diagnostic Anesthesiology Anesthesiology Assistant Pathology General surgery Specialty surgery Physician Assistant, surgical Hospitalist Critical Care Bariatric Medicine Emergency Medicine Optometry Podiatry Undefined physician type Speech language pathologist Chiropractor Nurse Midwife Multispecialty clinic or group practice Prosthetist/Orthotist 3 Psychologist Audiologist Physical therapist/occupational therapist Dietician Social worker Facilities (e.g., such as lab facilities, imaging facilities) and suppliers (e.g., medical suppliers or ambulance service providers) Ambulatory Care Sensitive Conditions Altered mental status/acute confusion/delirium; anemia; angina; asthma; bacterial pneumonia; cellulitis; chronic obstructive pulmonary disease/chronic bronchitis; congestive heart failure; constipation/fecal impaction; dehydration; acute renal failure; hypokalemia; hyponatremia; diabetes mellitus; diarrhea/gastroenteritis; c. difficile; ear, nose, and throat infections; hypertension; hypotension; hypoglycemia; conditions preventable with immunization; ischemic stroke; nutritional deficiencies; perforated or bleeding ulcer; pyelonephritis; ruptured appendix; seizures; septicemia; skin ulcers; urinary tract infection; falls/trauma; weight loss/failure to thrive; tuberculosis; influenza 4