Frequencies for op2011apc30nat dataset : by Jean Roth , jroth@nber.org , 16 Mar 2016 Frequencies for apc variable in op2011apc30nat dataset : Ambulatory | Payment | Classificat | ion (APC) | Group | Freq. Percent Cum. ------------+----------------------------------- 0012 | 1 3.33 3.33 0013 | 1 3.33 6.67 0015 | 1 3.33 10.00 0019 | 1 3.33 13.33 0020 | 1 3.33 16.67 0073 | 1 3.33 20.00 0074 | 1 3.33 23.33 0078 | 1 3.33 26.67 0096 | 1 3.33 30.00 0203 | 1 3.33 33.33 0204 | 1 3.33 36.67 0206 | 1 3.33 40.00 0207 | 1 3.33 43.33 0209 | 1 3.33 46.67 0265 | 1 3.33 50.00 0267 | 1 3.33 53.33 0269 | 1 3.33 56.67 0270 | 1 3.33 60.00 0336 | 1 3.33 63.33 0368 | 1 3.33 66.67 0369 | 1 3.33 70.00 0377 | 1 3.33 73.33 0604 | 1 3.33 76.67 0605 | 1 3.33 80.00 0606 | 1 3.33 83.33 0607 | 1 3.33 86.67 0608 | 1 3.33 90.00 0690 | 1 3.33 93.33 0692 | 1 3.33 96.67 0698 | 1 3.33 100.00 ------------+----------------------------------- Total | 30 100.00 Frequencies for opserv variable in op2011apc30nat dataset : Outpatient | Services | Freq. Percent Cum. ------------+----------------------------------- 911 | 1 3.33 3.33 4852 | 1 3.33 6.67 8615 | 1 3.33 10.00 9258 | 1 3.33 13.33 11231 | 1 3.33 16.67 21543 | 1 3.33 20.00 32091 | 1 3.33 23.33 33365 | 1 3.33 26.67 38882 | 1 3.33 30.00 68224 | 1 3.33 33.33 72847 | 1 3.33 36.67 162235 | 1 3.33 40.00 216194 | 1 3.33 43.33 226182 | 1 3.33 46.67 274121 | 1 3.33 50.00 274450 | 1 3.33 53.33 337592 | 1 3.33 56.67 432111 | 1 3.33 60.00 507334 | 1 3.33 63.33 508645 | 1 3.33 66.67 527161 | 1 3.33 70.00 604623 | 1 3.33 73.33 638778 | 1 3.33 76.67 665845 | 1 3.33 80.00 701840 | 1 3.33 83.33 1145082 | 1 3.33 86.67 1240254 | 1 3.33 90.00 1352087 | 1 3.33 93.33 3071047 | 1 3.33 96.67 8128255 | 1 3.33 100.00 ------------+----------------------------------- Total | 30 100.00 Frequencies for charges variable in op2011apc30nat dataset : Average | Estimated | Submitted | Charges | Freq. Percent Cum. ------------+----------------------------------- 73.4674 | 1 3.33 3.33 148.0763 | 1 3.33 6.67 174.9022 | 1 3.33 10.00 187.2599 | 1 3.33 13.33 192.4849 | 1 3.33 16.67 201.9663 | 1 3.33 20.00 268.6364 | 1 3.33 23.33 313.885 | 1 3.33 26.67 322.786 | 1 3.33 30.00 362.1654 | 1 3.33 33.33 492.3449 | 1 3.33 36.67 542.8328 | 1 3.33 40.00 617.9567 | 1 3.33 43.33 704.8712 | 1 3.33 46.67 757.2158 | 1 3.33 50.00 875.6338 | 1 3.33 53.33 965.2436 | 1 3.33 56.67 1064.109 | 1 3.33 60.00 1079.998 | 1 3.33 63.33 1185.87 | 1 3.33 66.67 1226.38 | 1 3.33 70.00 1932.849 | 1 3.33 73.33 2272.342 | 1 3.33 76.67 2587.593 | 1 3.33 80.00 2768.179 | 1 3.33 83.33 2783.798 | 1 3.33 86.67 3402.498 | 1 3.33 90.00 3663.577 | 1 3.33 93.33 4381.636 | 1 3.33 96.67 6255.168 | 1 3.33 100.00 ------------+----------------------------------- Total | 30 100.00 Frequencies for payments variable in op2011apc30nat dataset : Average | Total | Payments | Freq. Percent Cum. ------------+----------------------------------- 16.11314 | 1 3.33 3.33 35.54462 | 1 3.33 6.67 51.42371 | 1 3.33 10.00 56.15947 | 1 3.33 13.33 59.56408 | 1 3.33 16.67 62.33941 | 1 3.33 20.00 69.02195 | 1 3.33 23.33 76.18906 | 1 3.33 26.67 97.14403 | 1 3.33 30.00 97.86306 | 1 3.33 33.33 102.2757 | 1 3.33 36.67 104.7359 | 1 3.33 40.00 109.7131 | 1 3.33 43.33 133.3605 | 1 3.33 46.67 151.825 | 1 3.33 50.00 177.5788 | 1 3.33 53.33 180.8708 | 1 3.33 56.67 210.8256 | 1 3.33 60.00 255.9573 | 1 3.33 63.33 297.9287 | 1 3.33 66.67 328.252 | 1 3.33 70.00 346.2539 | 1 3.33 73.33 398.4131 | 1 3.33 76.67 496.382 | 1 3.33 80.00 560.1582 | 1 3.33 83.33 566.164 | 1 3.33 86.67 744.5816 | 1 3.33 90.00 757.5276 | 1 3.33 93.33 848.7477 | 1 3.33 96.67 1462.243 | 1 3.33 100.00 ------------+----------------------------------- Total | 30 100.00 Frequencies for apcdesc variable in op2011apc30nat dataset : Ambulatory Payment Classification (APC) | Group Description | Freq. Percent Cum. ----------------------------------------+----------------------------------- Level 1 Hospital Clinic Visits | 1 3.33 3.33 Level 2 Hospital Clinic Visits | 1 3.33 6.67 Level 3 Hospital Clinic Visits | 1 3.33 10.00 Level 4 Hospital Clinic Visits | 1 3.33 13.33 Level 5 Hospital Clinic Visits | 1 3.33 16.67 Level I Debridement & Destruction | 1 3.33 20.00 Level I Diagnostic and Screening Ultr.. | 1 3.33 23.33 Level I Electronic Analysis of Devices | 1 3.33 26.67 Level I Excision/ Biopsy | 1 3.33 30.00 Level I Nerve Injections | 1 3.33 33.33 Level II Cardiac Imaging | 1 3.33 36.67 Level II Debridement & Destruction | 1 3.33 40.00 Level II Echocardiogram Without Contr.. | 1 3.33 43.33 Level II Electronic Analysis of Devices | 1 3.33 46.67 Level II Excision/ Biopsy | 1 3.33 50.00 Level II Extended EEG, Sleep, and Car.. | 1 3.33 53.33 Level II Eye Tests & Treatments | 1 3.33 56.67 Level II Nerve Injections | 1 3.33 60.00 Level II Noninvasive Physiologic Stud.. | 1 3.33 63.33 Level II Pulmonary Tests | 1 3.33 66.67 Level III Debridement & Destruction | 1 3.33 70.00 Level III Diagnostic and Screening Ul.. | 1 3.33 73.33 Level III Echocardiogram Without Cont.. | 1 3.33 76.67 Level III Endoscopy Upper Airway | 1 3.33 80.00 Level III Nerve Injections | 1 3.33 83.33 Level III Pulmonary Tests | 1 3.33 86.67 Level III Pulmonary Treatment | 1 3.33 90.00 Level IV Endoscopy Upper Airway | 1 3.33 93.33 Level IV Nerve Injections | 1 3.33 96.67 Magnetic Resonance Imaging and Magnet.. | 1 3.33 100.00 ----------------------------------------+----------------------------------- Total | 30 100.00 by Jean Roth , jroth@nber.org , 16 Mar 2016