How much is home ground advantage in the
AFL worth?
In my AFL Power Rankings I adjust the
final margin of a match by home ground advantage before allocating ranking
points to teams. For example, when Sydney beat Fremantle by 24 points in their
qualifying final last year, I subtracted 12 points from the margin based on
Sydney having a two-goal home ground advantage (before then adjusting the
margin for the strength of the opposition).
I have also used these home ground
advantage (HGA) adjustments over the past few years to rank the difficulty of each AFL team’s fixture.
In August last year on this blog, in a
response to a question I posed about North Melbourne’s HGA in Tasmania, some comments were made by Manikato888 regarding HGA
in the AFL. Since then we have been
chatting back and forth about what may be good HGA adjustments to use.
Manikato888 was kind enough to share with me the work he had done on which
adjustments seemed to work best in predicting the results of matches.
These conversations have led to me revisiting
the HGA adjustments that I use. I haven’t changed them completely to match the
adjustments that Manikato888 uses, in part because where the differences were
very small I wanted to maintain consistency wherever possible with what I had
used in the past. But I have made changes in cases where both logic and
empirics suggested a slight change may be warranted.
For example, I had different adjustments
for the Swans and GWS against Victorian teams, with the Swans having a six point
HGA against Victoria teams in Sydney, while the HGA for GWS was 12 points.
Since they are both from the same state it made sense to me to equalise their
HGAs, even if we do not have a lot of data to judge the HGAs of GWS yet.
Another change I made was to reduce by a
goal Geelong’s HGA in Geelong against other Victorian teams. This makes it no
more than Sydney’s HGA against Victorian teams which made sense to me given
Geelong is a hell of a lot closer to Melbourne than Sydney is. For games
between Geelong and Victorian teams in Melbourne I am keeping the HGA as
neutral – i.e. zero. I considered giving the Melbourne teams a goal HGA, but
decided against it given that the Cats play a fair amount of home games against
Victorian teams in Melbourne.
I have also reduced by a goal Hawthorn’s
HGA in Tasmania against non-Victorian teams. I previously had this as the same
HGA – that is, two goals – as if they played in Melbourne. Based on empirics, a
case could have been made for reducing this further to zero, but given the
Hawks have played a few games in Tasmania per year for some time now I wanted
to maintain some HGA.
The table below summarises these
changes:
Home
Ground Advantage
|
Old
|
New
|
QLD
v non QLD
|
12
pts
|
12
|
SA
v non SA
|
12
|
12
|
WA
v non WA
|
12
|
12
|
NSW
v non NSW and non VIC
|
12
|
12
|
VIC
v non VIC
|
12
|
12
|
Swans
v VIC & VIC v Swans
|
6
|
6
|
GWS
v VIC & VIC v GWS
|
12
|
6
|
Cats
v other VIC in Geelong
|
12
|
6
|
Hawks
v non VIC in Tasmania
|
12
|
6
|
Everything
else
|
0
|
0
|
Keep in mind with all this HGA
adjustments are relatively unimportant in terms of determining the rankings.
Generally, over the course of a season, and even over the course of a few
weeks, the HGA adjustments for a team will net out to zero or close to it.
Also, the most weight that any particular game carries in the rankings (which
is the most recent game) is less than nine per cent. Hence, a HGA adjustment of 12
points in a particular game would only affect a team’s ranking by at most one
ranking point.
Given that they have a small effect I am
only going to adjust the HGAs going forward rather than going back and changing
my historical rankings. For the most part these changes will be imperceptible …
but they’ll make me feel a little better about my rankings (I think).