This aggregate efficiency indicator is referred to as a structural efficiency indicator, and the
aggregate Luenberger productivity indicator (AL) is constructed as follows:9
KK
AL ∣∑ zt, ∑ zkk+ι
V k =1 k=1
K
Dt+ι∣ Σzt
V =1
K
Dt+11 Σ
V t =1
zt
zt+1
+ Dt
K
∑
t=1
ztt
Dt
K
∑
t=1
zt
zt+1
, (8)
Equation [8] allows similar decompositions to equation [6].
4. Data and Results
We use the dataset on European co-operative banks of Molyneux and Williams
(2005). Table 1 shows the number of cooperative banks in the sample by country and across
1996 to 2003. Clearly, the sample is dominated by observations of German and Italian co-
operative banks. Nevertheless, it must be noted that co-operative banking sectors have been
consolidated into a large entity in countries like the Netherlands.
Table 1: Number of Co-operative Banks & Observations: by Country, 1996-2003
1996 |
1997 |
1998 |
1999 |
2000 |
2001 |
2002 |
2003 |
Total | |
Austria |
19 |
18 |
26 |
31 |
45 |
50 |
40 |
20 |
249 |
Belgium |
10 |
9 |
8 |
7 |
7 |
7 |
7 |
6 |
61 |
Finland |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
8 |
France |
64 |
67 |
70 |
101 |
106 |
104 |
91 |
83 |
686 |
Germany |
1,012 |
993 |
1,184 |
1,171 |
1,069 |
974 |
816 |
370 |
7,589 |
Italy |
181 |
428 |
417 |
475 |
482 |
500 |
477 |
132 |
3,092 |
Luxembourg |
2 |
2 |
2 |
2 |
2 |
2 |
2 |
2 |
16 |
Netherlands |
2 |
2 |
1 |
1 |
1 |
1 |
1 |
1 |
10 |
Portugal |
1 |
1 |
1 |
1 |
2 |
2 |
2 |
1 |
11 |
Spain |
10 |
15 |
13 |
8 |
11 |
15 |
13 |
7 |
92 |
All banks |
1,303 |
1,537 |
1,723 |
1,798 |
1,726 |
1,656 |
1,450 |
623 |
11,816 |
Source: BankScope.
We construct aggregate efficiency and productivity measures for co-operative banks in
ten EU countries. Banks are assumed to produce four outputs: (i) total customer loans, (ii)
interbank loans, (iii) securities, and (iv) off-balance-sheet items, from two inputs: (v) fixed
assets and (vi) variable cost. The descriptive statistics are shown in Table 2.
9 See Fare and Primont (2003) and Fare and Grosskopf (2004) for discussion of the aggregation of the
Luenberger productivity indicator.