Shuanghe
★★  

Spain,
2025-02-12 01:46
(38 d 21:21 ago)

Posting: # 24359
Views: 562
 

 different ranks/levels of William design? [Design Issues]

Dear all,

A quick question about William design with 4 treatments (well, I guess it's applicable to other number of treatments as well...).

I always use the following William design because it's easy to remember due to the symmetry (always ABCD starting from 2 opposite corners).
ABCD
B  C
C  B
DCBA

The empty center can be AD/DA for row 2 and 3, respectively (or DA/AD). The similar sequences were also discussed in previous posts such as This one

This afternoon I was reviewing a protocol from a CRO with unbalanced Latin square design and trying to suggest the balanced William design instead. I suggested the following one. Let's call it X.
ABCD
BADC
CDAB
DCBA


While I was search the literature to support the argument and explain the reason, I came across an explanation which leads to the following sequences. Let's call it Y:
ABDC
BCAD
CDBA
DACB


For 4 treatments as shown in Y, there are 12 pair-wise comparisons:
- AB/BA -> 1 time each
- AC/CA -> 1 time each   
- AD/DA -> 1 time each
- BC/CB -> 1 time each
- BD/DB -> 1 time each
- CD/DC -> 1 time each


Note that each treatment is followed immediately after the another, i.e., there's no period separate them. This makes sense since if A has any effect on B, then the effect should be the greatest when B is followed immediately after A, instead of separated by another period (denoted by ∙) or two, e.g., A∙B, or A∙∙B

In comparison, X, the one I always used before gives:
- AB/BA -> 2 times each
- AC/CA -> 0 time each   
- AD/DA -> 1 time each   
- BC/CB -> 1 time each
- BD/DB -> 0 time each
- CD/DC -> 2 times each


Yes, there are A∙C/C∙A and B∙D/D∙B 2 times each, A∙∙D/D∙∙A and B∙∙C/C∙∙B 1 time each. So if we only consider 1 treatment appears after another without taking into consideration the period separating them, then both X and Y are equivalent (appear 2 times for each pair-wise comparison). But if we take the separating period between treatment pairs into consideration, X and Y are different, and in my opinion, Y is better.

So my question is, is there like a rank among different configurations of William design mentioned in the literature (e.g., one is better than another)? If so, why should we use the inferior one? In such case, X should never be used when the better Y is available.

Please let me know your opinions.

All the best,
Shuanghe
BEQool
★    

2025-02-19 12:34
(31 d 10:32 ago)

@ Shuanghe
Posting: # 24363
Views: 381
 

 different ranks/levels of William design?

Dear Shuanghe,

there are only 6 possible designs for Williams design with 4 treatments.
Your design X is not one of the 6 possible designs while Y design is.
Please see Helmut's post:

You can use any of the six designs ADBC|BACD|CBDA|DCAB, ADCB|BCDA|CABD|DBAC, ACDB|BDCA|CBAD|DABC, ACBD|BADC|CDAB|DBCA, ABDC|BCAD|CDBA|DACB, or ABCD|BDAC|CADB|DCBA. What you must not use is the Latin Square ABCD|BCDA|CDAB|DABC. Only from a Williams’ design you can extract balanced pairwise comparisons (see there).


BEQool
mittyri
★★  

Russia,
2025-02-19 22:08
(31 d 00:58 ago)

@ Shuanghe
Posting: # 24364
Views: 353
 

 "ranking" William designs

Hi Shuanghe,

BEQool is right.

There is indeed a “ranking” in the sense that only certain sequences truly satisfy the balance criteria for a Williams design. In a four‐treatment crossover, there are exactly six acceptable Williams designs that guarantee each treatment immediately follows every other treatment exactly once. Your design Y is one of those six, whereas design X is not. Take a look at the excellent article prepared by Helmut regarding Higher-Order Crossover Designs, especially at Acknowledgment section ;-)

Design Y is generally considered superior to Design X when the primary concern is the first-order carryover effect (the direct influence of one treatment on the immediately following treatment). Design Y ensures that every treatment follows every other treatment exactly once. This provides the most balanced estimate of first-order carryover effects. It allows you to estimate the direct carryover effect of A on B, B on A, A on C, C on A, etc., with equal precision.

Kind regards,
Mittyri
vezz
☆    

Erba (CO), Italy,
2025-02-20 15:23
(30 d 07:43 ago)

@ mittyri
Posting: # 24368
Views: 324
 

 "ranking" William designs

Hi all,

in my opinion any potential carry-over effect must be avoided by planning a sufficiently long washout between treatment periods. No statistical method can adequately adjust for a carry-over effect unless very strong assumptions about its impact are made.

If appropriate measures are taken to prevent carry-over effects, I see no reason to favor a Williams design over any other Latin square design.

Kind regards,

Stefano
Shuanghe
★★  

Spain,
2025-02-23 12:47
(27 d 10:19 ago)

@ mittyri
Posting: # 24373
Views: 295
 

 "ranking" William designs

Many thanks, BEQool and Myttyri.

❝ there are only 6 possible designs for Williams design with 4 treatments.

❝ Your design X is not one of the 6 possible designs while Y design is.

❝ Please see Helmut's post:


It seems that I wrongly remembered that there would be more than 20 combinations for 4-treatment William Design. The link BEQool mentioned is from 2023, and I only remember the older post in 2022 mentioned in my previous post...:-(

❝ Take a look at the excellent article prepared by Helmut regarding Higher-Order Crossover Designs, especially at Acknowledgment section ;-)


Oh, haven't read that one yet, but just peeked at the section you mentioned ... my my! :-D

All the best,
Shuanghe
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