Blinding and unblinding [Design Issues]
Hi Constantinos!
If you are with a full-service CRO it’s most important that the randomization cannot leak from the clinical to the analytical department. Labels of the sample vials should contain at least the following information: study code, subject ID, period, scheduled sampling time. Deliver the final analytical report to the biostatistician. If you send data in electronic form, make sure that the integrity of data can be assessed (e.g., a MD5 check sum). Avoid proprietary formats (like XLS); use CSV instead.* The statistician should officially request the randomization from the PI. I use to estimate the elimination still blind for treatment and join the randomization with NCA’s results afterwards.
ElMaestro already gave
A simple randomization would use
For a better method see this example. Again, check whether the list is balanced (I suggest to use 1 000 000 in the code).
Example of a 3-period 6-sequence Williams’ design:
Validating Excel-sheets is a nightmare. Play around with the random-functions first, and then write a macro – or better – a VBA-script.
❝ I need to write an SOP regarding codification of samples, blinding and unblinding during the conduct of a BE study (clinical and analytical phase). Could anyone propose or highlight any specific guideline or other resource i should have in mind?
If you are with a full-service CRO it’s most important that the randomization cannot leak from the clinical to the analytical department. Labels of the sample vials should contain at least the following information: study code, subject ID, period, scheduled sampling time. Deliver the final analytical report to the biostatistician. If you send data in electronic form, make sure that the integrity of data can be assessed (e.g., a MD5 check sum). Avoid proprietary formats (like XLS); use CSV instead.* The statistician should officially request the randomization from the PI. I use to estimate the elimination still blind for treatment and join the randomization with NCA’s results afterwards.
❝ Does anyone know whether MS Office Xcel has a random number generation function?
ElMaestro already gave
RAND()
above. More comfortable functions are available in M$-Excel’s Analysis ToolPak add-in (part of M$-Office – but not installed by default).A simple randomization would use
CHAR(RANDBETWEEN(65,66))
in cell A1
. In cell B1
write =IF(A1='A','B','A')
. Drag these two cells down to the number of subjects getting a two column list. You have to check whether the list is balanced (equal numbers of A
s and B
s). In cell C1
write =IF(COUNT(A:A)/COUNTIF(A:A,'A')=2,'balanced','imbalanced!')
. Hit until you get a balanced list.For a better method see this example. Again, check whether the list is balanced (I suggest to use 1 000 000 in the code).
Example of a 3-period 6-sequence Williams’ design:
Subj. Seq. Rand.
1 1 697961 7 1
2 2 876928 4 4
3 3 518166 12 6
4 4 115046 22 4
5 5 72219 23 5
6 6 472942 13 1
7 1 966161 1 1
8 2 876936 3 3
9 3 592926 10 4
10 4 329605 19 1
11 5 253962 2 3
12 6 370378 16 4
13 1 688949 8 2
14 2 377098 15 3
15 3 687419 9 3
16 4 345694 17 5
17 5 269087 20 2
18 6 906461 2 2
19 1 558561 11 5
20 2 835174 6 6
21 3 447320 14 2
22 4 332128 18 6
23 5 35092 24 6
24 6 843748 5 5
Validating Excel-sheets is a nightmare. Play around with the random-functions first, and then write a macro – or better – a VBA-script.
- Type
=PI()
in cellsA1:A3
. LeaveA1
in the default format (3.14159265), formatA2
to 3 decimals, andA3
to 14. If you send this data as XLS, the statistician will get all data in full precision. But this is likely not what you have listed in your analytical report. If you format cells in Excel accordingly and save them as CSV, only the displayed numbers will by used.
—
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Science Quotes
Dif-tor heh smusma 🖖🏼 Довге життя Україна!
![[image]](https://static.bebac.at/pics/Blue_and_yellow_ribbon_UA.png)
Helmut Schütz
![[image]](https://static.bebac.at/img/CC by.png)
The quality of responses received is directly proportional to the quality of the question asked. 🚮
Science Quotes
Complete thread:
- Blinding and unblinding konkous 2012-06-26 11:21 [Design Issues]
- random number ElMaestro 2012-06-26 16:22
- Blinding and unblindingHelmut 2012-06-27 01:04
- Blinding and unblinding konkous 2012-06-27 06:32
- Blinding and unblinding ElMaestro 2012-06-27 17:29
- Blinding and unblinding Helmut 2012-06-29 14:28
- Blinding and unblinding konkous 2012-06-27 06:32