BIS Assignment work

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bis-assignment.zip

ITECH1005_201527_assignment_data.xlsx

surgeries

date patient category surgery surgeon anaesthetist staff theatre hours
1/1/14 10020213 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
1/1/14 10020214 private Reconstruction (knee) Ruiz Willis 4 2 1
1/1/14 10020215 public Reconstruction (shoulder) Martin Willis 3 1 2
1/1/14 10020216 private Reconstruction (spinal) Tang Willis 5 2 3.5
1/1/14 10020217 private Reconstruction (knee) Ruiz Willis 4 2 1
1/1/14 10020218 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
2/1/14 10020219 private Reconstruction (ankle) Bennett Chen 5 2 1.5
2/1/14 10020220 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
2/1/14 10020221 private Arthroscopy (knee) Mohammed Chen 3 1 1
2/1/14 10020222 private Replacement (knee) Tang O'Toole 4 2 2
2/1/14 10020223 public Reconstruction (knee) Ruiz Willis 4 1 1
2/1/14 10020224 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
3/1/14 10020225 private Replacement (hip) Martin O'Toole 6 2 4.75
3/1/14 10020226 private Replacement (hip) Martin O'Toole 6 2 5
3/1/14 10020227 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
3/1/14 10020228 public Arthroscopy (knee) Mohammed Chen 2 1 0.75
3/1/14 10020229 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
3/1/14 10020230 private Replacement (knee) Tang Zapata 4 2 1.75
3/1/14 10020231 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
3/1/14 10020232 public Reconstruction (knee) Mohammed Zapata 3 1 2
6/1/14 10020233 private Arthroscopy (ankle) Jones Chen 3 1 0.75
6/1/14 10020234 public Reconstruction (shoulder) Martin Willis 3 1 2
6/1/14 10020235 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
6/1/14 10020236 private Reconstruction (knee) Ruiz Willis 4 2 1
6/1/14 10020237 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
6/1/14 10020238 private Arthroscopy (spinal) Jones Willis 3 1 0.5
6/1/14 10020239 public Arthroscopy (knee) Mohammed Chen 2 1 0.75
6/1/14 10020240 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
6/1/14 10020241 private Reconstruction (hand) Lambert Zapata 5 2 1.5
7/1/14 10020242 private Reconstruction (knee) Ruiz Willis 4 2 1
7/1/14 10020243 private Reconstruction (knee) Ruiz Willis 4 2 1
7/1/14 10020244 private Replacement (hip) Martin O'Toole 6 2 5
7/1/14 10020245 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
7/1/14 10020246 public Reconstruction (knee) Mohammed Zapata 3 1 2
7/1/14 10020247 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
7/1/14 10020248 private Reconstruction (ankle) Bennett Chen 5 2 1.25
7/1/14 10020249 public Replacement (knee) Jones Chen 3 1 2
7/1/14 10020250 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
7/1/14 10020251 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
8/1/14 10020252 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
8/1/14 10020253 private Replacement (knee) Tang O'Toole 4 2 1.75
8/1/14 10020254 public Reconstruction (knee) Ruiz Willis 4 1 1
8/1/14 10020255 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
9/1/14 10020256 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
9/1/14 10020257 private Replacement (knee) Tang Zapata 4 2 2
9/1/14 10020258 private Replacement (knee) Tang O'Toole 4 2 1.75
9/1/14 10020259 public Arthroscopy (ankle) Bennett Chen 2 1 0.75
9/1/14 10020260 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
9/1/14 10020261 private Replacement (knee) Tang Zapata 4 2 2
9/1/14 10020262 private Arthroscopy (ankle) Bennett Chen 2 1 0.5
9/1/14 10020263 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
9/1/14 10020264 private Replacement (hip) Martin O'Toole 6 2 5
9/1/14 10020265 public Arthroscopy (knee) Mohammed Chen 2 1 0.75
10/1/14 10020266 private Reconstruction (ankle) Bennett Chen 5 2 1.25
10/1/14 10020267 private Reconstruction (ankle) Bennett Chen 5 2 1.25
10/1/14 10020268 public Reconstruction (shoulder) Huang Willis 3 1 2
10/1/14 10020269 private Arthroscopy (spinal) Jones Willis 3 1 0.25
10/1/14 10020270 private Replacement (hip) Martin O'Toole 6 2 5
10/1/14 10020271 private Reconstruction (knee) Ruiz Willis 4 2 1
10/1/14 10020272 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
10/1/14 10020273 public Arthroscopy (ankle) Jones Chen 2 1 0.75
10/1/14 10020274 private Arthroscopy (ankle) Jones Zapata 2 1 0.75
10/1/14 10020275 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
13/1/14 10020276 private Replacement (knee) Tang O'Toole 4 2 2
13/1/14 10020277 private Arthroscopy (spinal) Jones Willis 3 1 0.25
13/1/14 10020278 private Reconstruction (hand) Lambert Zapata 5 2 1.5
13/1/14 10020279 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
13/1/14 10020280 public Reconstruction (knee) Ruiz Willis 4 1 1
13/1/14 10020281 private Replacement (shoulder) Martin Zapata 5 2 3.5
13/1/14 10020282 private Reconstruction (knee) Mohammed Zapata 3 2 2
13/1/14 10020283 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
13/1/14 10020284 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
13/1/14 10020285 private Replacement (shoulder) Huang Zapata 5 2 3.5
14/1/14 10020286 private Reconstruction (spinal) Tang Willis 5 2 3.5
14/1/14 10020287 public Replacement (shoulder) Martin Willis 3 1 4
14/1/14 10020288 public Replacement (knee) Jones Chen 3 1 2.5
14/1/14 10020289 private Reconstruction (ankle) Bennett Chen 5 2 1.25
14/1/14 10020290 private Replacement (knee) Tang Zapata 4 2 2
14/1/14 10020291 private Reconstruction (knee) Ruiz Willis 4 2 1
14/1/14 10020292 public Reconstruction (knee) Ruiz Willis 4 1 1
14/1/14 10020293 private Reconstruction (knee) Ruiz Willis 4 2 1
14/1/14 10020294 private Reconstruction (shoulder) Huang Chen 4 2 2
14/1/14 10020295 private Replacement (shoulder) Huang Zapata 5 2 3.5
14/1/14 10020296 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
14/1/14 10020297 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
15/1/14 10020298 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
15/1/14 10020299 private Replacement (knee) Tang O'Toole 4 2 2
15/1/14 10020301 private Reconstruction (shoulder) Martin Chen 4 2 1.5
15/1/14 10020302 public Replacement (shoulder) Huang Willis 3 1 4
15/1/14 10020303 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
15/1/14 10020304 private Reconstruction (knee) Mohammed Zapata 3 2 2
16/1/14 10020305 private Arthroscopy (ankle) Jones Chen 3 1 0.5
16/1/14 10020306 public Reconstruction (ankle) Bennett Chen 3 1 1
16/1/14 10020307 private Reconstruction (ankle) Bennett Chen 5 2 1.25
16/1/14 10020308 private Reconstruction (hand) Lambert Zapata 5 2 1.5
16/1/14 10020309 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
16/1/14 10020310 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
16/1/14 10020311 private Arthroscopy (spinal) Jones Willis 3 1 0.5
16/1/14 10020312 public Replacement (hip) Mohammed Chen 4 1 4
16/1/14 10020313 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
16/1/14 10020314 private Arthroscopy (ankle) Jones Chen 3 1 0.75
16/1/14 10020315 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
17/1/14 10020316 private Reconstruction (ankle) Bennett Chen 5 2 1.25
17/1/14 10020317 private Reconstruction (knee) Ruiz Willis 4 2 1
17/1/14 10020318 private Reconstruction (knee) Ruiz Willis 4 2 1
17/1/14 10020319 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
17/1/14 10020320 public Replacement (hip) Mohammed Chen 4 1 4.5
17/1/14 10020321 private Reconstruction (knee) Ruiz Willis 4 2 1
17/1/14 10020322 private Replacement (shoulder) Martin Chen 5 2 3.5
17/1/14 10020323 private Replacement (knee) Tang Zapata 4 2 2
17/1/14 10020324 private Replacement (knee) Tang O'Toole 4 2 2
17/1/14 10020325 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
17/1/14 10020326 private Arthroscopy (spinal) Jones Willis 3 1 0.5
20/1/14 10020327 public Replacement (shoulder) Martin Willis 3 1 4
20/1/14 10020328 public Arthroscopy (ankle) Bennett Chen 2 1 0.75
20/1/14 10020329 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
20/1/14 10020330 private Arthroscopy (ankle) Jones Chen 3 1 0.75
20/1/14 10020331 public Reconstruction (shoulder) Martin Willis 3 1 2
20/1/14 10020332 private Reconstruction (ankle) Bennett Chen 5 2 1.5
20/1/14 10020333 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
20/1/14 10020334 private Arthroscopy (knee) Mohammed Chen 3 1 1
20/1/14 10020335 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
20/1/14 10020336 private Arthroscopy (knee) Mohammed Chen 3 1 1
21/1/14 10020337 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
21/1/14 10020338 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
21/1/14 10020339 public Reconstruction (knee) Mohammed Zapata 3 1 2
21/1/14 10020340 private Reconstruction (shoulder) Martin Chen 4 2 1.5
21/1/14 10020341 private Replacement (knee) Tang Zapata 4 2 2
21/1/14 10020342 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
21/1/14 10020343 private Reconstruction (ankle) Bennett Chen 5 2 1.25
21/1/14 10020344 private Replacement (knee) Tang O'Toole 4 2 2.25
21/1/14 10020345 public Arthroscopy (spinal) Jones Willis 2 1 1
21/1/14 10020346 public Reconstruction (spinal) Tang Willis 3 1 3.5
21/1/14 10020347 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
22/1/14 10020348 public Reconstruction (knee) Ruiz Willis 4 1 1
22/1/14 10020349 private Reconstruction (knee) Ruiz Willis 4 2 1
22/1/14 10020350 private Reconstruction (hand) Lambert Zapata 5 2 1.5
22/1/14 10020351 private Arthroscopy (ankle) Jones Chen 3 1 0.5
22/1/14 10020352 private Reconstruction (fascio-cranial) Tang Willis 5 2 3
22/1/14 10020353 private Reconstruction (shoulder) Martin Chen 4 2 1.5
23/1/14 10020354 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
23/1/14 10020355 private Replacement (shoulder) Martin Zapata 5 2 3.5
23/1/14 10020356 private Reconstruction (ankle) Bennett Chen 5 2 1
23/1/14 10020357 private Reconstruction (spinal) Tang Willis 5 2 3.5
23/1/14 10020358 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
23/1/14 10020359 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
23/1/14 10020360 private Replacement (shoulder) Huang Chen 5 2 3.5
23/1/14 10020361 private Replacement (knee) Tang Zapata 4 2 2
23/1/14 10020362 public Replacement (knee) Jones Chen 3 1 2.5
23/1/14 10020363 private Replacement (knee) Tang O'Toole 4 2 2
23/1/14 10020364 private Reconstruction (spinal) Tang Willis 5 2 3.5
24/1/14 10020365 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
24/1/14 10020366 private Replacement (hip) Martin O'Toole 6 2 4
24/1/14 10020367 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
24/1/14 10020368 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
24/1/14 10020369 public Replacement (hip) Mohammed Chen 4 1 4.5
24/1/14 10020370 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
24/1/14 10020371 public Arthroscopy (knee) Mohammed Chen 2 1 1
24/1/14 10020372 private Arthroscopy (ankle) Jones Chen 3 1 0.5
24/1/14 10020373 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
24/1/14 10020374 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
24/1/14 10020375 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
24/1/14 10020376 private Reconstruction (spinal) Tang Willis 5 2 3.5
27/1/14 10020377 private Reconstruction (knee) Ruiz Willis 4 2 1
27/1/14 10020378 private Reconstruction (knee) Mohammed Zapata 3 2 2
27/1/14 10020379 private Reconstruction (ankle) Bennett Chen 5 2 1.5
27/1/14 10020380 public Reconstruction (ankle) Bennett Chen 3 1 1.5
27/1/14 10020381 private Reconstruction (fascio-cranial) Tang Willis 5 2 3
27/1/14 10020382 private Replacement (shoulder) Huang Chen 5 2 3.25
27/1/14 10020383 private Reconstruction (ankle) Bennett Chen 5 2 1.5
27/1/14 10020384 private Reconstruction (ankle) Bennett Chen 5 2 1.5
27/1/14 10020385 public Reconstruction (spinal) Tang Willis 3 1 3.5
27/1/14 10020386 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
28/1/14 10020387 public Reconstruction (hand) Lambert Chen 3 1 2.5
28/1/14 10020388 public Replacement (knee) Jones Chen 3 1 2.5
28/1/14 10020389 private Replacement (hip) Martin O'Toole 6 2 4.5
28/1/14 10020390 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
28/1/14 10020391 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
28/1/14 10020392 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.75
28/1/14 10020393 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
28/1/14 10020394 private Replacement (knee) Tang O'Toole 4 2 2
28/1/14 10020395 private Reconstruction (ankle) Bennett Chen 5 2 1.25
28/1/14 10020396 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
28/1/14 10020397 private Reconstruction (spinal) Tang Willis 5 2 3.5
29/1/14 10020398 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
29/1/14 10020399 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
29/1/14 10020400 private Reconstruction (knee) Ruiz Willis 4 2 1
29/1/14 10020401 private Reconstruction (knee) Ruiz Willis 4 2 1
29/1/14 10020402 private Reconstruction (knee) Ruiz Willis 4 2 1
29/1/14 10020403 private Replacement (knee) Tang Zapata 4 2 2
29/1/14 10020404 private Arthroscopy (spinal) Jones Willis 3 1 0.5
30/1/14 10020405 private Replacement (hip) Martin O'Toole 6 2 4.5
30/1/14 10020406 private Arthroscopy (spinal) Jones Willis 3 1 0.5
30/1/14 10020407 private Replacement (knee) Tang O'Toole 4 2 2
30/1/14 10020408 private Reconstruction (knee) Mohammed Zapata 3 2 2
30/1/14 10020409 private Reconstruction (spinal) Tang Willis 5 2 3.5
30/1/14 10020410 private Arthroscopy (ankle) Jones Chen 3 1 1
30/1/14 10020411 private Replacement (hip) Martin O'Toole 6 2 4.5
30/1/14 10020412 public Arthroscopy (ankle) Jones Zapata 2 1 0.75
30/1/14 10020413 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
30/1/14 10020414 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
30/1/14 10020415 private Arthroscopy (ankle) Jones Chen 3 1 0.5
30/1/14 10020416 public Replacement (knee) Jones Chen 3 1 2.5
30/1/14 10020417 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
31/1/14 10020418 private Replacement (shoulder) Martin Chen 5 2 3.25
31/1/14 10020419 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
31/1/14 10020420 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
31/1/14 10020421 private Reconstruction (hand) Lambert Zapata 5 2 1.5
31/1/14 10020422 public Reconstruction (ankle) Bennett Chen 3 1 1.5
31/1/14 10020423 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
31/1/14 10020424 private Reconstruction (knee) Ruiz Willis 4 2 1
31/1/14 10020425 private Replacement (shoulder) Huang Zapata 5 2 3.25
31/1/14 10020426 private Reconstruction (hand) Lambert Zapata 5 2 1.5
31/1/14 10020427 private Reconstruction (ankle) Bennett Chen 5 2 1
31/1/14 10020428 private Reconstruction (ankle) Jones Chen 5 2 1.5
3/2/14 10020429 private Replacement (knee) Tang O'Toole 4 2 2.25
3/2/14 10020430 public Reconstruction (knee) Ruiz Willis 4 1 1
3/2/14 10020431 public Reconstruction (knee) Ruiz Willis 4 1 1
3/2/14 10020432 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
3/2/14 10020433 private Replacement (hip) Martin O'Toole 6 2 4.5
3/2/14 10020434 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
3/2/14 10020435 private Replacement (hip) Martin O'Toole 6 2 4.5
3/2/14 10020436 private Replacement (shoulder) Martin Chen 5 2 3
3/2/14 10020437 private Reconstruction (knee) Mohammed Zapata 3 2 2
3/2/14 10020438 public Reconstruction (spinal) Tang Willis 3 1 3.5
3/2/14 10020439 private Reconstruction (shoulder) Huang Chen 4 2 1.5
3/2/14 10020440 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
3/2/14 10020441 private Replacement (knee) Tang Zapata 4 2 2
4/2/14 10020442 public Reconstruction (ankle) Jones Chen 3 1 1.5
4/2/14 10020443 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
4/2/14 10020444 private Replacement (hip) Martin O'Toole 6 2 4.5
4/2/14 10020445 private Replacement (shoulder) Martin Zapata 5 2 3.25
4/2/14 10020446 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
4/2/14 10020447 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
4/2/14 10020448 public Arthroscopy (spinal) Jones Zapata 2 1 0.75
4/2/14 10020449 private Replacement (knee) Tang O'Toole 4 2 2
4/2/14 10020450 private Replacement (knee) Tang Zapata 4 2 2
5/2/14 10020451 private Reconstruction (ankle) Jones Chen 5 2 1.75
5/2/14 10020452 public Arthroscopy (ankle) Bennett Chen 2 1 0.5
5/2/14 10020454 private Replacement (knee) Tang O'Toole 4 2 2
5/2/14 10020455 public Reconstruction (shoulder) Huang Willis 3 1 2
5/2/14 10020456 private Reconstruction (ankle) Jones Chen 5 2 1.5
5/2/14 10020457 private Reconstruction (ankle) Jones Chen 5 2 1.75
6/2/14 10020458 private Reconstruction (ankle) Jones Chen 5 2 1.75
6/2/14 10020459 private Reconstruction (knee) Ruiz Willis 4 2 1
6/2/14 10020460 private Reconstruction (knee) Ruiz Willis 4 2 1
6/2/14 10020461 private Reconstruction (knee) Ruiz Willis 4 2 1
6/2/14 10020462 private Replacement (knee) Tang Zapata 4 2 2
6/2/14 10020463 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
6/2/14 10020464 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
6/2/14 10020465 private Replacement (hip) Martin O'Toole 6 2 4.5
6/2/14 10020466 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
6/2/14 10020467 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
6/2/14 10020468 private Replacement (hip) Martin O'Toole 6 2 4
6/2/14 10020469 public Arthroscopy (ankle) Jones Chen 2 1 0.75
6/2/14 10020470 public Replacement (knee) Jones Chen 3 1 2.5
7/2/14 10020471 private Replacement (hip) Martin O'Toole 6 2 4.5
7/2/14 10020472 private Replacement (knee) Tang O'Toole 4 2 2
7/2/14 10020473 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
7/2/14 10020474 private Replacement (shoulder) Martin Chen 5 2 3.25
7/2/14 10020475 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
7/2/14 10020476 private Reconstruction (ankle) Jones Chen 5 2 1.5
7/2/14 10020477 public Reconstruction (ankle) Jones Chen 3 1 1.5
7/2/14 10020478 private Replacement (knee) Tang Zapata 4 2 2
7/2/14 10020479 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
7/2/14 10020480 public Arthroscopy (ankle) Jones Zapata 2 1 0.75
7/2/14 10020481 private Reconstruction (spinal) Tang Willis 5 2 3.5
7/2/14 10020482 private Reconstruction (knee) Mohammed Zapata 3 2 2
10/2/14 10020483 public Arthroscopy (knee) Mohammed Chen 2 1 0.75
10/2/14 10020484 public Replacement (hip) Mohammed Chen 4 1 4
10/2/14 10020485 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
10/2/14 10020486 private Reconstruction (fascio-cranial) Tang Willis 5 2 5
10/2/14 10020487 private Arthroscopy (knee) Mohammed Chen 3 1 1
10/2/14 10020488 private Arthroscopy (spinal) Jones Willis 3 1 0.5
10/2/14 10020489 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
10/2/14 10020490 private Arthroscopy (ankle) Bennett Chen 3 1 1
10/2/14 10020491 private Reconstruction (spinal) Tang Willis 5 2 3.5
10/2/14 10020492 private Replacement (shoulder) Huang Zapata 5 2 3.5
11/2/14 10020493 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
11/2/14 10020494 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
11/2/14 10020495 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
11/2/14 10020496 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
11/2/14 10020497 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
11/2/14 10020498 private Replacement (shoulder) Martin Chen 5 2 3.5
11/2/14 10020499 public Reconstruction (spinal) Tang Willis 3 1 3.5
11/2/14 10020500 private Reconstruction (ankle) Jones Chen 5 2 1.5
11/2/14 10020501 private Reconstruction (ankle) Jones Chen 5 2 1.75
11/2/14 10020502 private Replacement (hip) Martin O'Toole 6 2 4.5
12/2/14 10020503 private Arthroscopy (spinal) Jones Willis 3 1 0.5
12/2/14 10020504 public Reconstruction (knee) Ruiz Willis 4 1 1
12/2/14 10020505 private Reconstruction (ankle) Jones Chen 5 2 1.5
12/2/14 10020506 private Reconstruction (knee) Ruiz Willis 4 2 1
12/2/14 10020507 private Arthroscopy (knee) Mohammed Chen 3 1 1
12/2/14 10020508 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
13/2/14 10020509 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
13/2/14 10020510 public Arthroscopy (knee) Mohammed Chen 2 1 1
13/2/14 10020511 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
13/2/14 10020512 private Replacement (shoulder) Huang Chen 5 2 3.5
13/2/14 10020513 private Reconstruction (ankle) Jones Chen 5 2 1.75
13/2/15 10020514 private Replacement (shoulder) Huang Zapata 5 2 3.5
13/2/14 10020515 private Arthroscopy (knee) Mohammed Chen 3 1 1
13/2/14 10020516 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
13/2/14 10020517 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
13/2/14 10020518 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
13/2/14 10020519 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
13/2/14 10020520 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
13/2/14 10020521 private Replacement (hip) Martin O'Toole 6 2 4.5
14/2/14 10020522 private Replacement (knee) Tang O'Toole 4 2 2
14/2/14 10020523 private Reconstruction (spinal) Tang Willis 5 2 3.5
14/2/14 10020524 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
14/2/14 10020525 private Replacement (hip) Martin O'Toole 6 2 4.5
14/2/14 10020526 private Reconstruction (hand) Lambert Zapata 5 2 1.5
14/2/14 10020527 private Reconstruction (knee) Ruiz Willis 4 2 1
14/2/14 10020528 private Reconstruction (knee) Mohammed Zapata 3 2 2
14/2/14 10020529 private Replacement (knee) Tang Zapata 4 2 1.75
14/2/14 10020530 public Arthroscopy (ankle) Jones Chen 2 1 0.75
14/2/14 10020531 private Reconstruction (ankle) Jones Chen 5 2 1.5
14/2/14 10020532 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
17/2/14 10020533 private Replacement (hip) Martin O'Toole 6 2 4.5
17/2/14 10020534 private Arthroscopy (knee) Mohammed Chen 3 1 1
17/2/14 10020535 private Reconstruction (ankle) Bennett Chen 5 2 1.5
17/2/14 10020536 private Replacement (shoulder) Martin Chen 5 2 3.5
17/2/14 10020537 private Replacement (knee) Tang O'Toole 4 2 2
17/2/14 10020538 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
17/2/14 10020539 private Replacement (hip) Martin O'Toole 6 2 4.5
17/2/14 10020540 public Arthroscopy (spinal) Jones Willis 2 1 0.25
17/2/14 10020541 private Reconstruction (shoulder) Huang Chen 4 2 1.5
17/2/14 10020542 private Reconstruction (ankle) Bennett Chen 5 2 1.5
17/2/14 10020543 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
17/2/14 10020544 private Reconstruction (knee) Ruiz Willis 4 2 1
18/2/14 10020545 public Reconstruction (knee) Ruiz Willis 4 1 1
18/2/14 10020546 private Replacement (shoulder) Martin Chen 5 2 3.25
18/2/14 10020547 private Reconstruction (spinal) Tang Willis 5 2 3.5
18/2/14 10020548 private Replacement (knee) Tang Zapata 4 2 2
18/2/14 10020549 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
18/2/14 10020550 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
18/2/14 10020551 private Reconstruction (spinal) Tang Willis 5 2 3.5
18/2/14 10020552 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
18/2/14 10020553 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
18/2/14 10020554 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
18/2/14 10020555 private Arthroscopy (knee) Mohammed Chen 3 1 1
18/2/14 10020556 private Replacement (knee) Tang O'Toole 4 2 2
19/2/14 10020557 public Reconstruction (ankle) Bennett Chen 3 1 1.5
19/2/14 10020558 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
19/2/14 10020559 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
19/2/14 10020560 private Reconstruction (ankle) Bennett Chen 5 2 1.25
19/2/14 10020561 private Reconstruction (ankle) Bennett Chen 5 2 1.25
19/2/14 10020562 private Replacement (hip) Martin O'Toole 6 2 4.5
19/2/14 10020563 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
20/2/14 10020564 private Reconstruction (ankle) Jones Chen 5 2 1.5
20/2/14 10020565 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
20/2/14 10020566 public Arthroscopy (ankle) Bennett Chen 2 1 0.75
20/2/14 10020567 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
20/2/14 10020568 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
20/2/14 10020569 private Replacement (shoulder) Huang Zapata 5 2 3.25
20/2/14 10020570 private Replacement (shoulder) Huang Zapata 5 2 3.25
20/2/14 10020571 private Replacement (shoulder) Martin Chen 5 2 3.25
20/2/14 10020572 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
20/2/14 10020573 private Replacement (shoulder) Martin Chen 5 2 3.5
20/2/14 10020574 private Reconstruction (knee) Ruiz Willis 4 2 1
20/2/14 10020575 private Reconstruction (knee) Mohammed Zapata 3 2 2
20/2/14 10020576 private Reconstruction (ankle) Jones Chen 5 2 1.75
21/2/14 10020577 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
21/2/14 10020578 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
21/2/14 10020579 private Replacement (hip) Martin O'Toole 6 2 4.5
21/2/14 10020580 private Reconstruction (knee) Ruiz Willis 4 2 1
21/2/14 10020581 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
21/2/14 10020582 private Replacement (shoulder) Huang Zapata 5 2 3
21/2/14 10020583 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
21/2/14 10020584 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
21/2/14 10020585 private Replacement (hip) Martin O'Toole 6 2 4.5
21/2/14 10020586 private Arthroscopy (spinal) Jones Willis 3 1 0.5
21/2/14 10020587 private Reconstruction (ankle) Jones Chen 5 2 1.5
21/2/14 10020588 private Arthroscopy (spinal) Jones Willis 3 1 0.25
21/2/14 10020589 private Replacement (knee) Tang Zapata 4 2 1.75
21/2/14 10020590 private Replacement (knee) Tang O'Toole 4 2 2
21/2/14 10020591 public Arthroscopy (knee) Mohammed Chen 2 1 1
24/2/14 10020592 private Replacement (knee) Tang Zapata 4 2 1.75
24/2/14 10020593 private Reconstruction (knee) Ruiz Willis 4 2 1
24/2/14 10020594 private Reconstruction (spinal) Tang Willis 5 2 3.5
24/2/14 10020595 private Replacement (hip) Martin O'Toole 6 2 4.75
24/2/14 10020596 public Replacement (shoulder) Martin Willis 3 1 4
24/2/14 10020597 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
24/2/14 10020598 private Replacement (hip) Martin O'Toole 6 2 4.75
24/2/14 10020599 private Reconstruction (knee) Ruiz Willis 4 2 1
24/2/14 10020600 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
24/2/14 10020601 public Arthroscopy (ankle) Jones Zapata 2 1 0.75
24/2/14 10020602 private Arthroscopy (ankle) Bennett Chen 3 1 1
24/2/14 10020603 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
24/2/14 10020604 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
25/2/14 10020605 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
25/2/14 10020606 private Arthroscopy (ankle) Jones Chen 3 1 0.5
25/2/14 10020607 public Reconstruction (spinal) Tang Willis 3 1 3.5
25/2/14 10020608 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
25/2/14 10020609 private Reconstruction (hand) Lambert Zapata 5 2 1.5
25/2/14 10020610 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
25/2/14 10020611 public Reconstruction (knee) Mohammed Zapata 3 1 2
25/2/14 10020612 public Reconstruction (ankle) Jones Chen 3 1 1.5
25/2/14 10020613 private Reconstruction (spinal) Tang Willis 5 2 3.5
25/2/14 10020614 private Replacement (shoulder) Huang Chen 5 2 3
25/2/14 10020615 private Arthroscopy (spinal) Jones Willis 3 1 0.5
25/2/14 10020616 private Replacement (hip) Martin O'Toole 6 2 5
25/2/14 10020617 private Reconstruction (ankle) Jones Chen 5 2 1.75
26/2/14 10020618 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
26/2/14 10020619 public Arthroscopy (ankle) Jones Zapata 2 1 0.75
26/2/14 10020620 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
26/2/14 10020621 private Replacement (hip) Martin O'Toole 6 2 5
26/2/14 10020622 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
26/2/14 10020623 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
26/2/14 10020624 public Reconstruction (shoulder) Martin Willis 3 1 2
27/2/14 10020625 public Reconstruction (ankle) Jones Chen 3 1 1.75
27/2/14 10020626 public Replacement (shoulder) Martin Willis 3 1 4
27/2/14 10020627 private Arthroscopy (ankle) Bennett Chen 2 1 0.5
27/2/14 10020628 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
27/2/14 10020629 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
27/2/14 10020630 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
27/2/14 10020631 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
27/2/14 10020632 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
27/2/14 10020633 private Replacement (knee) Tang O'Toole 4 2 2
27/2/14 10020634 private Replacement (shoulder) Huang Zapata 5 2 3
27/2/14 10020635 private Arthroscopy (ankle) Jones Zapata 2 1 0.75
27/2/14 10020636 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
27/2/14 10020637 private Replacement (hip) Martin O'Toole 6 2 5
27/2/14 10020638 private Replacement (hip) Martin O'Toole 6 2 4.5
28/2/14 10020639 private Reconstruction (ankle) Bennett Chen 5 2 1.5
28/2/14 10020640 private Reconstruction (knee) Ruiz Willis 4 2 1
28/2/14 10020641 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
28/2/14 10020642 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
28/2/14 10020643 private Reconstruction (spinal) Tang Willis 5 2 3.5
28/2/14 10020644 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
28/2/14 10020645 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
28/2/14 10020646 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
28/2/14 10020647 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
28/2/14 10020648 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
28/2/14 10020649 private Reconstruction (ankle) Bennett Chen 5 2 1.25
28/2/14 10020650 private Arthroscopy (knee) Mohammed Chen 3 1 1
28/2/14 10020651 private Reconstruction (spinal) Tang Willis 5 2 3.5
28/2/14 10020652 private Arthroscopy (ankle) Jones Chen 3 1 0.5
28/2/14 10020653 private Reconstruction (knee) Ruiz Willis 4 2 1
3/3/14 10020654 private Replacement (shoulder) Martin Chen 5 2 3
3/3/14 10020655 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
3/3/14 10020656 private Reconstruction (ankle) Jones Chen 5 2 1.5
3/3/14 10020657 private Replacement (knee) Tang Zapata 4 2 2
3/3/14 10020658 private Arthroscopy (ankle) Bennett Chen 3 1 0.75
3/3/14 10020659 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
3/3/14 10020660 private Arthroscopy (ankle) Jones Zapata 2 1 0.5
3/3/14 10020661 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
3/3/14 10020662 private Arthroscopy (knee) Mohammed Chen 3 1 1
3/3/14 10020663 private Reconstruction (spinal) Tang Willis 5 2 3.5
3/3/14 10020664 private Replacement (hip) Martin O'Toole 6 2 4.75
3/3/14 10020665 private Replacement (shoulder) Huang Zapata 5 2 3
4/3/14 10020666 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
4/3/14 10020667 private Reconstruction (knee) Ruiz Willis 4 2 1
4/3/14 10020668 private Reconstruction (shoulder) Martin Chen 4 2 1.5
4/3/14 10020669 private Arthroscopy (spinal) Jones Willis 3 1 0.5
4/3/14 10020670 private Replacement (knee) Tang O'Toole 4 2 2
4/3/14 10020671 private Arthroscopy (ankle) Jones Zapata 3 1 0.5
4/3/14 10020672 private Replacement (knee) Tang Zapata 4 2 2
4/3/14 10020673 private Replacement (knee) Tang O'Toole 4 2 2
4/3/14 10020674 private Replacement (knee) Tang Zapata 4 2 2
4/3/14 10020675 private Reconstruction (fascio-cranial) Tang Willis 5 2 4.25
4/3/14 10020676 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
5/3/14 10020677 private Replacement (hip) Martin O'Toole 6 2 4.5
5/3/14 10020678 private Replacement (shoulder) Martin Zapata 5 2 3.25
5/3/14 10020679 private Arthroscopy (knee) Mohammed Chen 3 1 1
5/3/14 10020680 private Arthroscopy (ankle) Jones Chen 3 1 0.75
5/3/14 10020681 public Replacement (knee) Jones Chen 3 1 2.5
6/3/14 10020682 public Arthroscopy (ankle) Bennett Zapata 2 1 0.75
6/3/14 10020683 private Reconstruction (ankle) Jones Chen 5 2 1.75
6/3/14 10020684 private Reconstruction (ankle) Jones Chen 5 2 1.75
6/3/14 10020685 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
6/3/14 10020686 private Replacement (shoulder) Huang Zapata 5 2 3.5
6/3/14 10020687 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
6/3/14 10020688 private Reconstruction (knee) Mohammed Zapata 3 2 2
6/3/14 10020689 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
6/3/14 10020690 private Reconstruction (ankle) Bennett Chen 5 2 1.5
6/3/14 10020691 private Reconstruction (spinal) Tang Willis 5 2 3.5
6/3/14 10020692 public Arthroscopy (ankle) Bennett Zapata 2 1 0.5
7/3/15 10020693 public Reconstruction (ankle) Bennett Chen 3 1 1.25
7/3/15 10020694 private Replacement (shoulder) Martin Chen 5 2 3.5
7/3/15 10020695 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
7/3/15 10020696 private Arthroscopy (ankle) Jones Chen 3 1 0.5
7/3/15 10020697 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
7/3/15 10020698 private Replacement (knee) Tang O'Toole 4 2 2
7/3/15 10020699 private Replacement (shoulder) Huang Chen 5 2 3.5
7/3/15 10020700 private Reconstruction (knee) Ruiz Willis 4 2 1
7/3/15 10020701 public Reconstruction (hand) Lambert Chen 3 1 2.5
7/3/15 10020702 private Reconstruction (spinal) Tang Willis 5 2 3.5
7/3/15 10020703 public Replacement (hip) Mohammed Chen 4 1 4
7/3/15 10020704 private Replacement (hip) Martin O'Toole 6 2 4.5
10/3/14 10020705 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
10/3/14 10020706 public Arthroscopy (ankle) Jones Chen 2 1 0.5
10/3/14 10020707 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
10/3/14 10020708 private Arthroscopy (ankle) Jones Zapata 3 1 0.75
10/3/14 10020709 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
10/3/14 10020710 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
10/3/14 10020711 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
10/3/14 10020712 private Reconstruction (ankle) Jones Chen 5 2 1.5
10/3/14 10020713 private Replacement (hip) Martin O'Toole 6 2 4.75
10/3/14 10020714 private Reconstruction (knee) Ruiz Willis 4 2 1
10/3/14 10020715 private Reconstruction (knee) Ruiz Willis 4 2 1
11/3/14 10020716 public Replacement (knee) Jones Chen 3 1 2.5
11/3/14 10020717 private Reconstruction (knee) Mohammed Zapata 3 2 2
11/3/14 10020718 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
11/3/14 10020719 private Arthroscopy (ankle) Bennett Chen 2 1 0.5
11/3/14 10020720 private Replacement (shoulder) Martin Chen 5 2 3.5
11/3/14 10020721 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
11/3/14 10020722 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
11/3/14 10020723 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
11/3/14 10020724 private Replacement (hip) Martin O'Toole 6 2 4.5
11/3/14 10020725 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
11/3/14 10020726 private Arthroscopy (ankle) Jones Chen 3 1 0.75
12/3/14 10020727 public Reconstruction (ankle) Bennett Chen 3 1 1.5
12/3/14 10020728 private Reconstruction (ankle) Jones Chen 5 2 1.5
12/3/14 10020729 private Reconstruction (ankle) Bennett Chen 5 2 1.25
12/3/14 10020730 private Reconstruction (shoulder) Martin Chen 4 2 1.5
12/3/14 10020731 private Reconstruction (shoulder) Huang Zapata 4 2 1.5
13/3/14 10020732 public Replacement (hip) Mohammed Chen 4 1 4
13/3/14 10020733 public Arthroscopy (knee) Mohammed Chen 2 1 0.75
13/3/14 10020734 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
13/3/14 10020735 private Replacement (knee) Tang O'Toole 4 2 2
13/3/14 10020736 private Replacement (knee) Tang Zapata 4 2 2
13/3/14 10020737 private Replacement (shoulder) Martin Zapata 5 2 3.5
13/3/14 10020738 public Arthroscopy (ankle) Jones Zapata 2 1 0.75
13/3/14 10020739 private Reconstruction (spinal) Tang Willis 5 2 3.5
13/3/14 10020740 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
13/3/14 10020741 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
14/3/14 10020742 private Arthroscopy (ankle) Bennett Chen 2 1 0.5
14/3/14 10020743 private Reconstruction (spinal) Tang Willis 5 2 3.5
14/3/14 10020744 private Reconstruction (shoulder) Martin Chen 4 2 1.5
14/3/14 10020745 private Replacement (hip) Martin O'Toole 6 2 4.5
14/3/14 10020746 private Reconstruction (shoulder) Huang Chen 4 2 1.5
14/3/14 10020747 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
14/3/14 10020748 private Reconstruction (knee) Ruiz Willis 4 2 1
14/3/14 10020749 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
14/3/14 10020750 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
14/3/14 10020751 public Arthroscopy (spinal) Jones Zapata 2 1 1
14/3/14 10020752 public Replacement (shoulder) Martin Willis 3 1 4
14/3/14 10020753 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
17/3/14 10020754 private Arthroscopy (knee) Mohammed Chen 3 1 1
17/3/14 10020755 public Arthroscopy (ankle) Bennett Zapata 2 1 0.5
17/3/14 10020756 private Replacement (shoulder) Martin Chen 5 2 3
17/3/14 10020757 public Arthroscopy (ankle) Jones Chen 2 1 0.5
17/3/14 10020758 private Reconstruction (ankle) Bennett Chen 5 2 1.25
17/3/14 10020759 public Replacement (hip) Mohammed Chen 4 1 4
17/3/14 10020760 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
17/3/14 10020761 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
17/3/14 10020762 private Arthroscopy (knee) Mohammed Chen 3 1 0.75
17/3/14 10020763 private Reconstruction (knee) Ruiz Willis 4 2 1
17/3/14 10020764 private Reconstruction (knee) Ruiz Willis 4 2 1
17/3/14 10020765 private Reconstruction (knee) Mohammed Zapata 3 2 2
18/3/14 10020766 public Replacement (knee) Jones Chen 3 1 2.5
18/3/14 10020767 private Arthroscopy (ankle) Bennett Zapata 2 1 0.5
18/3/14 10020768 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
18/3/14 10020769 private Replacement (shoulder) Huang Zapata 5 2 3.5
18/3/14 10020770 private Reconstruction (ankle) Jones Chen 5 2 1.75
18/3/14 10020771 private Replacement (hip) Martin O'Toole 6 2 4.5
18/3/14 10020772 private Reconstruction (spinal) Tang Zapata 5 2 4
18/3/14 10020773 private Arthroscopy (knee) Mohammed Chen 3 1 1
18/3/14 10020774 private Replacement (hip) Martin O'Toole 6 2 4.75
18/3/14 10020775 private Replacement (shoulder) Martin Chen 5 2 3.5
19/3/14 10020776 private Reconstruction (ankle) Bennett Chen 5 2 1.5
19/3/14 10020777 private Reconstruction (ankle) Bennett Chen 5 2 1.25
19/3/14 10020778 public Reconstruction (ankle) Jones Chen 3 1 1.75
19/3/14 10020779 private Replacement (knee) Tang O'Toole 4 2 2
19/3/14 10020780 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
19/3/14 10020781 private Replacement (knee) Tang Zapata 4 2 2.25
20/3/14 10020782 private Arthroscopy (ankle) Jones Chen 3 1 0.5
20/3/14 10020783 private Replacement (shoulder) Huang Zapata 5 2 3.5
20/3/14 10020784 public Arthroscopy (spinal) Jones Zapata 2 1 0.5
20/3/14 10020785 private Reconstruction (hand) Lambert Zapata 5 2 1.5
20/3/14 10020786 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
20/3/14 10020787 private Reconstruction (shoulder) Huang Chen 4 2 1.5
20/3/14 10020788 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
20/3/14 10020789 private Reconstruction (knee) Ruiz Willis 4 2 1
20/3/14 10020790 private Reconstruction (knee) Ruiz Willis 4 2 1
20/3/14 10020791 public Reconstruction (knee) Ruiz Willis 4 1 1
20/3/14 10020792 private Reconstruction (knee) Mohammed Zapata 3 2 2
20/3/14 10020793 public Reconstruction (knee) Ruiz Willis 4 1 1
21/3/14 10020794 private Arthroscopy (knee) Mohammed Chen 3 1 1
21/3/14 10020795 private Reconstruction (ankle) Jones Chen 5 2 1.75
21/3/14 10020796 private Arthroscopy (ankle) Jones Chen 3 1 0.75
21/3/14 10020797 public Replacement (shoulder) Martin Willis 3 1 4
21/3/14 10020798 private Replacement (shoulder) Huang Chen 5 2 3
21/3/14 10020799 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
21/3/14 10020800 private Replacement (knee) Tang O'Toole 4 2 2
21/3/14 10020801 private Replacement (hip) Martin O'Toole 6 2 4.75
21/3/14 10020802 public Replacement (hip) Mohammed Chen 4 1 4
21/3/14 10020803 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.5
21/3/14 10020804 private Replacement (shoulder) Huang Zapata 5 2 3.5
21/3/14 10020805 private Arthroscopy (ankle) Bennett Zapata 2 1 0.5
21/3/14 10020806 private Reconstruction (spinal) Tang Zapata 5 2 4
24/3/14 10020807 public Arthroscopy (knee) Mohammed Chen 2 1 1
24/3/14 10020808 private Replacement (hip) Martin O'Toole 6 2 5
24/3/14 10020809 private Replacement (shoulder) Martin Chen 5 2 3
24/3/14 10020810 private Replacement (shoulder) Huang Zapata 5 2 3
24/3/14 10020811 private Arthroscopy (spinal) Jones Willis 3 1 0.5
24/3/14 10020812 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
24/3/14 10020813 public Arthroscopy (knee) Mohammed Chen 2 1 1
24/3/14 10020814 private Arthroscopy (spinal) Jones Willis 3 1 0.25
24/3/14 10020815 private Replacement (shoulder) Huang Chen 5 2 3
24/3/14 10020816 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
24/3/14 10020817 private Reconstruction (ankle) Jones Chen 5 2 1.5
24/3/14 10020818 private Reconstruction (ankle) Bennett Chen 5 2 1.5
24/3/14 10020819 private Reconstruction (spinal) Tang Zapata 5 2 4
25/3/14 10020820 public Replacement (hip) Mohammed Chen 4 1 4
25/3/14 10020821 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
25/3/14 10020822 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
25/3/14 10020823 private Replacement (shoulder) Martin Zapata 5 2 3
25/3/14 10020824 private Arthroscopy (knee) Mohammed Chen 3 1 1
25/3/14 10020825 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
25/3/14 10020826 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
25/3/14 10020827 private Replacement (knee) Tang Zapata 4 2 2
25/3/14 10020828 private Replacement (knee) Tang O'Toole 4 2 2
25/3/14 10020829 public Replacement (shoulder) Martin Willis 3 1 4
25/3/14 10020830 private Replacement (shoulder) Huang Chen 5 2 3
26/3/14 10020831 private Reconstruction (knee) Ruiz Willis 4 2 1
26/3/14 10020832 private Arthroscopy (ankle) Jones Zapata 2 1 0.5
26/3/14 10020834 private Replacement (hip) Martin O'Toole 6 2 4.5
26/3/14 10020835 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
26/3/14 10020836 private Arthroscopy (knee) Mohammed Chen 3 1 1
26/3/14 10020837 private Replacement (hip) Martin O'Toole 6 2 5
27/3/14 10020838 private Replacement (hip) Martin O'Toole 6 2 4.75
27/3/14 10020839 private Arthroscopy (ankle) Jones Chen 3 1 0.5
27/3/14 10020840 private Replacement (shoulder) Martin Zapata 5 2 3.5
27/3/14 10020841 private Arthroscopy (ankle) Bennett Zapata 3 1 0.75
27/3/14 10020842 private Arthroscopy (spinal) Jones Zapata 3 1 0.5
27/3/14 10020843 private Arthroscopy (knee) Mohammed Chen 3 1 1
27/3/14 10020844 public Arthroscopy (knee) Ruiz Chen 2 1 0.5
27/3/14 10020845 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
27/3/14 10020846 public Arthroscopy (knee) Mohammed Chen 2 1 1
27/3/14 10020847 private Arthroscopy (spinal) Jones Zapata 3 1 0.75
27/3/14 10020848 private Reconstruction (fascio-cranial) Tang Willis 5 2 6
28/3/14 10020849 public Replacement (hip) Mohammed Chen 4 1 4
28/3/14 10020850 private Arthroscopy (ankle) Bennett Chen 2 1 1
28/3/14 10020851 private Replacement (shoulder) Martin Zapata 5 2 3.25
28/3/14 10020852 private Replacement (hip) Martin O'Toole 6 2 4.75
28/3/14 10020853 private Arthroscopy (knee) Mohammed Chen 3 1 1
28/3/14 10020854 public Arthroscopy (ankle) Bennett Zapata 2 1 0.75
28/3/14 10020855 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
28/3/14 10020856 private Reconstruction (fascio-cranial) Tang Willis 5 2 3.25
28/3/14 10020857 private Replacement (shoulder) Martin Zapata 5 2 3.25
28/3/14 10020858 private Arthroscopy (knee) Ruiz Chen 3 1 0.5
28/3/14 10020859 private Reconstruction (spinal) Tang Zapata 5 2 4
28/3/14 10020860 private Reconstruction (knee) Ruiz Willis 4 2 1
28/3/14 10020861 private Arthroscopy (spinal) Jones Willis 3 1 0.5
31/3/14 10020862 public Arthroscopy (ankle) Bennett Chen 2 1 0.5
31/3/14 10020863 private Replacement (knee) Tang Zapata 4 2 2.25
31/3/14 10020864 private Replacement (knee) Tang O'Toole 4 2 2
31/3/14 10020865 private Arthroscopy (ankle) Bennett Zapata 3 1 0.5
31/3/14 10020866 private Reconstruction (knee) Mohammed Zapata 3 2 2
31/3/14 10020867 private Arthroscopy (ankle) Bennett Chen 3 1 0.5
31/3/14 10020868 private Replacement (hip) Martin O'Toole 6 2 4.5
31/3/14 10020869 private Reconstruction (ankle) Bennett Chen 5 2 1.25
31/3/14 10020870 private Reconstruction (shoulder) Martin Zapata 4 2 1.5
31/3/14 10020871 private Reconstruction (knee) Ruiz Willis 4 2 1
31/3/14 10020872 public Arthroscopy (ankle) Jones Zapata 2 1 0.5

ITECH1005_5005_ 201527_assignment_specification.docx

Assignment

School Engineering and Information Technology

ITECH1005-5005: Business Information Systems

Aims

To analyse a set of data (in Microsoft Excel), and write a brief report (in Microsoft Word), identifying and explaining your insights into the surgical operations of BestHealth Hospital.

Learning Objectives

In the process of this assessment task you will:

· plan, schedule and execute project tasks with a view to improving your personal productivity;

· gain awareness of some typical issues related to the operation of a small-to-medium size business;

· use the functionality of Microsoft Excel 2007/10/13 to manipulate data, analyse it and visualise it in tabular and chart form; and

· use the functionality of Microsoft Word to write a brief report of your business observations and recommendations.

Due date:

Week 11, Thursday, 5pm

Submit the individual work file, named 'a1-<Surname_ID>.doc', by Week 11, Thursday, 5pm via Moodle.

Cutoff date:

Week 12, Friday, Midnight

Any submission after the due date and time will receive a deduction of 10% per day, this includes weekends.

Marks:

This assignment has a total 30 marks for ITECH1005 students and 36 marks for ITECH 5005 students. It is worth 30% out of the total assessment.

Extensions:

An extension will only be considered with supporting documentation from a health professional and if the problem/illness occurred within the week prior to the due date. If an extension is granted the extension will then equal the number of days specified on the doctor's certificate, with a maximum limit of one week.

Authorship:

This assignment is an individual assignment and it shall be completed by the individual student only . The final submission must be identifiably the work of the individual. Breaches of this requirement will result in an assignment not being accepted for assessment and may result in the offending student or students being required to present before the Disciplinary Committee.

BestHealth Hospital : Analysing Surgical Services

Introduction

BestHealth Hospital specialises in providing a range of orthopaedic surgical services for both private and public patients from regional Victoria. The hospital currently has contracts with a number of surgeons and anaesthetists (who are essentially private professional contractors) using two surgical theatres that are available for use, on average, 8 hours a day, Monday to Friday, and only these basic operational hours are used by the government to assess the total available surgical time for calculating minimum time to be made for public patients.

The hospital is required to apply 25% of available surgical time in each quarter to public patients in order to receive the full amount of reimbursable fees from the government. If the minimum amount of surgical time is not applied to public patients in each quarter, then the government penalises the hospital by reducing the total reimbursable fees by 5% for that quarter.

The hospital receives scheduled fees for each surgical service provided private patients from their health insurers and is also reimbursed by the government for surgical services provided to public patients, according to their respective schedules of coverage. However, there is nearly always a fee gap payable by the patient before the surgery is performed.

The hospital pays $60 per hour, as wages, to each staff member in a surgical team (i.e. nurses, technicians, etc.) for each hour in surgery and an extra 50% of the hourly rate for all additional surgery time when a surgery takes longer than the allotted time scheduled by the government. For example, if surgery took 1.5 hours and only 1 hour was allocated by the government, then each staff member received $60 pay for the first hour and then $45 pay for the final half hour.

The hospital also acknowledges it incurs a fixed cost of $100 per hour (e.g. for electricity, water, depreciation of equipment and maintenance costs) for each hour a surgical theatre is used. The hospital also pays a fee to each surgeon and anaesthetist for each surgical procedure performed, according to agreed schedules of professional fees for each.

The hospital’s surgical services co-ordinator, Ms Sanus is interested in finding ways to improve operational efficiencies and increase the overall profitability of the surgical service. She has hired you as an analyst to assist in developing an informational tool using Microsoft Excel and poses some questions about the performance of the surgical service. She also requires you to make recommendations on how to improve improving the surgical service.

Ms Sanus has provided you with surgical services information for the first quarter of 2014 in the “ITECH1005_201527_assignment_data.xlsx” (Excel workbook) file. The data needs to be analysed and visualised to help observations related to the surgical operations and its shortcomings.

The datasheet “surgeries” in the Excel workbook contains collected information of the hospital’s surgical services in the past year. These details included:

· date of surgery

· patient

· patient category (i.e. public or private)

· type of surgery (or surgeries) to be performed

· surgeon

· anaesthetist

· number of staff in surgical team

· theatre

· surgical time taken

The current fees charged private patients (incorporating all fees charged by the surgeon and anaesthetist) by BestHealth Hospital for surgical services, the percentage of these fees covered by the private health insurers, the government coverage of the surgery fee, the government-allocated hours for each surgery type, and the surgeons’ and anaesthetists’ schedules of fees payable by the hospital are:

Surgery Type

Hospital Fee charged to private patients ($AU)

Private Insurance coverage (% of hospital fee)

Gov’t level of fee coverage for public patients ($AU)

Allocated hours for surgery

Surgeon’s fee payable by hospital ($AU)

Anaesthetist’s fee per hour payable by hospital ($AU)

Arthroscopy (knee)

3800

90

3600

0.5

2100

100

Arthroscopy (ankle)

3500

90

3200

0.5

2100

100

Reconstruction (knee)

6300

95

5900

1

2500

250

Reconstruction (ankle)

7200

95

6800

1.5

4000

250

Replacement (knee)

7800

90

7300

2

4500

300

Replacement (hip)

12500

90

11200

4.5

9000

300

Reconstruction (shoulder)

6500

95

5500

1

4100

250

Replacement (shoulder)

11000

90

9800

3.5

9000

300

Reconstruction (hand)

7600

95

5900

1.5

4300

250

Arthroscopy (spinal)

2800

90

2200

0.5

1500

150

Reconstruction (spinal)

9500

95

8700

3.5

5500

250

Reconstruction (fascio-cranial)

16800

85

15000

3.5

13000

300

Ms Sanus requires you to use the Excel Workbook provided to convert it into a more useful informational tool to assist surgical services management.

Excel Workbook-based Informational Tool (All Students):

a) Create a new worksheet to manage all the variables noted in the information provided and use only these variables when performing calculations.

b) Create a new page each for providing tabular and appropriate graphical summaries of (a) sales, (b) costs, and (c) profitability. In each summary, break-downs must also be included for (i) surgical types, (ii) surgeons and (iii) patient categories.

c) Use named range(s) in the dataset, to provide scalability and dynamism in calculations.

d) Protect the spreadsheets by locking content not subject to modification.

e) Use appropriate data validation techniques to ensure reliability of all data in the dataset, and for all variables created.

f) Use appropriate conditional formatting to highlight significant data-points (e.g. highest or lowest values, highlighting negative values, etc.) in the calculations and observational summaries in the workbook.

Informational Tool (ITECH5005 Students Only):

g) Create a navigation system including a menu page that opens when the workbook is opened, with clickable images or shapes with appropriate test labels, to allow the user to move from one page to another, with all other pages being hidden and only visible when a menu item is chosen. (Note: the menu page should also hide when moving to view another page).

Ms Sanus requires you to make the following calculations from the dataset provided.

Calculations (All Students):

h) Income for each surgery performed.

i) Total costs for each surgery performed.

j) Difference between expected hours and actual hours of surgery.

k) Indicator as to whether a minimum level of public patients have been provided surgical services in the quarter.

l) Profitability of surgical services.

Ms Sanus requires you to make observations in a formal report regarding the following operational-level questions.

Observations (All students):

m) Chart changes to profitability of surgical services over the quarter, by total for each month. Use an appropriate chart to summarise.

n) What is BestHealth’s most profitable type of surgery, sub-categorised by the type of patient? Use an appropriate graph/chart to summarise this observation.

o) What is BestHealth’s least profitable surgeon, sub-categorised by the day of surgery? Use an appropriate graph/chart to summarise this observation.

p) What would happen to profits if the minimum percentage of public patients was increased to 30% or decreased to 20%? Use an appropriate table and graph/chart to summarise this observation.

Observations (ITECH5005 Students Only):

q) What would happen to profits if the rate of pay to all staff in surgical teams (excluding the surgeons) was increased by 10% after 1st March this year? Use a ‘data table’ to summarise these calculations and an appropriate graph/chart to compare these changed rates with the existing minimum rate.

r) What category of patient is required to pay the most ‘gap’ fees, for what type of surgery and with which surgeon?

Ms Sanus also requires you to make recommendations in your report concerning the following business-level questions.

Recommendations (All Students):

s) What are your recommendation regarding other data that might be collected to improve decision making for BestHealth Hospital, and why?

Recommendations (ITECH5005 Students Only):

t) What changes do you recommend BestHealth Hospital make to any of its surgical services, and why?

Ms Sanus has asked you to provide her with the details of how you have accomplished these tasks. Therefore, you must include the functions and formulae you’ve used in your analyses, and not simply report the answers. As a paid consultant, your submission to Ms Sanus must be professionally presented; all analyses, calculations and summaries in the Excel file must have headings and be supported with explanatory notes. Also, all recommendations in your report must be clearly justified (e.g. include appropriate charts/graphs/tables) and refer to specific analyses/summaries from the Excel workbook.

Some Hints

The options you will likely identify and address are linked to a number of questions posed by Ms Sanus. Your role is to answer these specific questions and to support your answers with your data analyses, as presented in appropriate tables and charts. Ensure that your recommendations address the hospital’s objectives, and that they are clearly linked to your observations.

There is no ‘ideal’ or ‘best’ way of doing this project. You’ll be assessed on your insight of the data, on your ability to make observations by analysing (with formulae) and visualising (with charts/graphs/tables) your data. Each graph/chart must have suitable labelling of each axis and of any significant data-point(s), a suitable heading and a legend. Each table must have an appropriate heading as well as any explanatory notes, as appropriate or necessary, to make the information comprehensible.

There are numerous Microsoft Excel facilities and functions that may be useful in this project. While planning your Excel workbook, and especially the observations, you may wish to review the tutorials on the related topics (e.g. Excel functions, absolute and relative cell referencing, formatting, chartings and managing large worksheets, as well as on the analysis of Excel data and drawing recommendations).

Check that the dataset is complete and correct. You may have to correct ‘dirty’ data, and if you do, then you will need to report to Ms Sanus what data was changed and why.

Calculating revenue is complicated: revenue from surgery for public patients comes only from the government; revenue from surgery for private patients comes from the insurer and the fee ‘gap’ comes from the patient; while total revenue may be affected by the government requirement for a minimum amount of surgery time being made for public patients.

Profitability calculations for each surgery must take account of whether the hospital has met the minimum level of public patients in the quarter, as well as the other cost and reimbursement factors noted in the summary above. This is a complex calculation and requires considerable thought to include all factors (including any ‘gap’ fee payable by the patient). Note: The minimum allocation of time for public patients will be a fraction of the full year’s allocation for the provided dataset, which is only for the first quarter.

ITECH5005 students will find Macros useful for creating the functionality of ‘buttons’ (i.e. shapes with appropriate text labels) for the menu system (i.e. for hiding/un-hiding worksheets to give the appearance of moving from one page to another). Note: you might also consider using a button on each page that when clicked returns the user to the main menu.

You will likely need to perform intermediary calculations or additional analyses beyond the assessable tasks to gain sufficient insight into the surgical operations to provide recommendations to Ms Sanus. Include any additional analyses or summaries in the Excel workbook you submit.

Make sure you review the marking guide, to ensure you complete all required tasks before submission.

The questions posed to you in this assignment range from easy, through to challenging. However, it is expected that all students will succeed in all the tasks. Some of the tasks are similar to those covered in tutorials and the associated exercises. Some of the challenging tasks may rely on insight that requires self-directed study (e.g. using help facilities in Excel to explore in depth some of the topics covered in the tutorials) as sometimes new Excel skills must be developed that are not covered in tutorials.

Assignment Assessment

This assignment is worth 30% of total marks for this course and will be marked on:

· your demonstrated understanding of the problems;

· completeness of the tasks;

· exploration of the features in Microsoft Office; and

· quality of the submission (Excel workbook & Word document).

Submission

All students are required to submit two (2) files for this assignment (preferably in a single .ZIP file), via Moodle, by the due date and time.

Marking Guide

Tasks

Marks

Informational Tool (All Students):

a. Create a new worksheet for all the variables noted in the information provided and use only these variables when performing calculations.

b. Create a new page each for providing tabular and appropriate graphical summaries of (a) sales, (b) costs, and (c) profitability. In each summary, break-downs must also be included for (i) surgical types, (ii) surgeons and (iii) patient categories.

c. Use named range(s) in the dataset, to provide scalability and dynamism in calculations

d. Protect the spreadsheets by locking content not subject to modification.

e. Use appropriate data validation techniques to ensure reliability of all data in the dataset, and for all variables created.

f. Use appropriate conditional formatting to highlight significant data-points (e.g. highest or lowest values, highlighting negative values, etc.) in the calculations and observational summaries in the workbook.

15

1.5

9

0.5

1

2

1

Informational Tool (ITECH5005 Students Only):

g. Create a navigation system including a menu page that opens when the workbook is opened, with clickable images or shapes with appropriate test labels, to allow the user to move from one page to another, with all other pages being hidden and only visible when a menu item is chosen. (Note: the menu page should also hide when moving to view another page).

3

3

Calculations (All Students):

h. Income for each surgery performed.

i. Total costs for each surgery performed.

j. Difference between expected hours and actual hours of surgery.

k. Indicator for whether a minimum level of public patients have been provided surgery in the quarter.

l. Profitability of surgical services.

6

1.5

1.5

0.5

1

1.5

Observations (All students):

m. Chart changes to profitability of surgical services over the year, by total for each month. Use an appropriate chart to summarise.

n. What is BestHealth’s most profitable type of surgery, sub-categorised by the type of patient? Use an appropriate graph/chart to summarise this observation.

o. What is BestHealth’s least profitable surgeon, sub-categorised by the day of surgery? Use an appropriate graph/chart to summarise this observation.

p. What would happen to profits if the minimum percentage of public patients was increased to 30% or decreased to 20%? Use an appropriate table and graph/chart to summarise this observation.

6

2

1

1

2

Observations (ITECH5005 Students Only):

q. What would happen to profits if the rate of pay to all staff in surgical teams (excluding the surgeons) was increased by 10% after 1st March this year? Use a ‘data table’ to summarise these calculations and an appropriate graph/chart to compare these changed rates with the existing minimum rate.

r. What category of patient is required to pay the most ‘gap’ fees, for what type of surgery and with which surgeon?

2

1

1

Recommendations (All Students):

s. What are your recommendation regarding other data that might be collected to improve decision making for BestHealth Hospital, and why?

1

1

Recommendations (ITECH5005 Students Only):

t. What changes do you recommend BestHealth Hospital make to any of its surgical services, and why?

1

1

Submission Presentation:

u. Report is well presented and well-written, containing:

· Title page

· Table of Contents

· Appropriate use of headings within report

· Appropriate use of figures (i.e. graphs, summary tables) and reference to calculations and summaries to justify all observations and recommendations

2

0.5

0.5

0.5

0.5

Possible Deductions:

Late submission (deduction - 10% per day)

MS Excel workbook and Word document not named correctly (deduction - 0.5 marks each)

Calculations, Tables and Graphs/Charts not used in analyses as required (deduction – up to 5 marks)

Analyses and summaries in workbook do not have required headings, labels and legends (deduction – up to 2 marks)

Total marks ITECH1005 students:

30

Total marksTECH5005 students:

36

Contribution to total marks

30%

8

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