adoption correlates and share effects of electronic data exchange
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Ramon O'Callaghan, Patrick J. Kaufmann, & Benn R
the indirect costs associated with data errors (see also
Dearing 199()). In industries where the products are
physical goods, shorter lead times enable buyers to
purchase more frequently and in smaller lot sizes, thus
reducing inentory costs (!anright 19"").
#he relatie adantage of $DI oer traditional e%&
change processes not only inoles transaction cost
reduction for the channel members, but also allowsgreater sericing of the channels customers in the
output mar'et. #he quic' response to customers needs
proided by $DI creates a competitie adantage for
the downstream channel member (ohr 199()). In
highly competitie output mar'ets, the potential for
that competitie adantage has a significant impact on
the li'elihood of adoption of new technology (*atig&
non and +obertson 19"9 +obertson and *atignon
19"-).
$DI is not ust a new technology for channel
members. It is a fundamental change in the way they
do business with each other. /chrol, +ene, and 0tem
(19") hae argued that the internal structures created
to facilitate e%change processes reflect the demands
of the channels enironment. 2hen competition is
intense in the output mar'et, channels tend to for&
malize information processing (Dwyer and 2elsh 19"3)
and increase efforts to improe logistics and other sys&
tems directly related to cost control (Dwyer and 4h
I9"5). 6or e%amaple, !rosby and 0tephens (19"5)
study of the highly competitie insurance industry de&
monstratated the importance of channel efficiency in
the deliery of the core product. #he formalization of
communication and ordering through $DI therefore
proides a possible response to competition in the out&put mar'et. If the leel of competition in an industry
is nontriial and constant,,ariance in firm&leel adop&
tion of $DI should reflect differences in the perceied
efficiency and serice&producing characteristics of the
system. #herefore,7f8 #he greater the perceied relatie efficiency adan&
tage of $DI oer the transaction of business without
an electronic lin'age, the more li'ely the adoption of
$DI by the target flrm.
7z8 #he greater the perceied relatie customer serice
adantage of $DI oer 2e transaction of business
without an electronic lin'age, 2e more li'ely 2e
adoption of $DI by the target firm.
Compatibilfty
#he more an innoation is perceied as consistent with
present systems, alues, practices, procedures, and
norms of the potential adopter, the more li'ely it is
to be adopted (+ogers 19", p. ). In the case of
$DI, compatibility is normally determined by the sys&
tems user interface (i.e., communications software),
the leel of new hardware inestment, and the other
system characteristics, such as message formats, that
dictate the ease with which the $DI interface can be
integrated with the bac'office computer systems in the
organization (e .g. , whether modifications to present
systems are necessary). #he perceied compatibility
of $DI in the target organization therefore relates to
two distinct factors, physical system compatibility and
organizational (i.e . , personnel) compatibility (c&
*uinness and :ittle 19"1).0ystem incompatibility is often a maor impedi&
ment to the institution of a lin'age across trading part&
ners. ;artners need to anticipate issues on the com&
patibility of hardware and software (connectiity),
message and timing protocols, ongoing support and
maintenance costs, and operations and management
processes for coping with e%ception situations. In ad&
dition, the upfront inestments required to establish
the connection in preparation of systems and the mod&
ification of present computer systems to support the
information interchange add significantly to the costs
of implementing an $DI lin'age.
4rganizational incompatibility requires significant
attention in defining the nature and form of the in&
formation interchange. /ll too often the initiating source
firm assumes that the target firm is at the same leel
of sophistication with the technology. 6urther, the in&
ternal culture and management practices may be ery
different, resulting in communication problems.
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Correlates and
i of Electronic D
hange Systems`keting Channels
ms employing in&
most important
els of distribution
!ly that such sys&
itie landscape of
,sensus that com&
,ms will hae sig&
between channel
,h and >onsyns'i
nsyns'i and 2ar&
d ?ates 19"5).
ry of interorgani&
terchange ($DI)
9). $DI@ is used
Ainformation tech&
or the purpose ofr serice through
y 19"). #hough
ms, here the $DI
an initiating (or
, Universit of !avarra,
"late Professor, #e$art%
stration eorgia tate
()uate chool of Busi%
g for the research *as
(usiness chool.
0ourcc@) firm (6razier 19"
members (or @target@ firms)
nity to establish an electroni
fmn, they are faced with
whether to adopt an innoati
familiar technology (6arley e
#he adoption of an $DI
nificantly different from the
internal technology. $DI prc
change relationship between t
hae implications for both t
polity of the channel (0tem
tablishment of a sophisticatq
tween firms reflects a signif
relationship. Discrete transact
creation of a long&term, corr
(Dwyer, 0churr, and 4h 191
lin'age requires attention m
effects of the technology, bu
hae on the business relatiol
(oncz'a and !arter 19"9).
#he proliferation and im6
mar'able (/chabal and !I
19"", 53B of the Fortune 1
tune 3CC were reported to be
tronic data transmission metl
Elacfmnic BatVol. ! "#$ril %&'(.)4)*!
business communications processes including, for e%&
ample, ordering, inoicing, and proiding shipping or
bac'order notification (!anright 19""). It is impor&
tant, therefore, to understand the factors that promote
the creation and adoption of $DI systems.
#ypically, $DI systems are designed to delier
transactional efficiencies to both firms. /doption of
$DI, howeer, may impose significant one&time costson target firms as they adust their internal systems to
permit the interface with the source firm. #o the e%&
tent the adustments are specific to one particular in&
terface (i.e., are relationship specific), they impose
e%it barriers in the form of heightened switching costs.
#he effect is clearly to lin' the target furn more closely
to the source firm. #he source firm therefore endures
the $DI system deelopment and maintenance costs
not only to achiee transactional efficiencies, but also
to bring about the alteration in its relationship with
the target firm. If the source firm is a buyer, that al&
teration of the relationship may result in greater co&
ordination in the flow of inputs. If the source firm is
a supplier, the change may result in an increased share
of the target firms business.
/n increase in the source firms share of the target
firms business, howeer, presumes an increase in the
attractieness of the source firm in relation to its com&
petitors. #herefore, to the e%tent that the target firm
can easily establish $DI lin'ages with additional source
firms, that relatie competitie adantage is eopard&
ized.
+esearch on $DI has focused primarily on the so&
ciopolitical impact of the technology on the channel
relationship (>rapfel and *uinn 199C ohr 199C 0ternand >aufmann 19"3) or on its efficiency effects
(oncz'a and !arter 19"9). :ittle is 'nown about the
$DI adoption decision process itself or the ultimate
competitie effects of fostering such a lin'age with a
trading partner. 6irms deeloping $DI technology are
faced with design and mar'eting decisions, as well as
the need for eidence of competitie adantage nec&
essary to ustify their inestment. 2e draw on inno&
ation adoption theory to formulate and test predic&
tions about the conditions under which target firms are
li'ely to accept the $DI technology. 2e then e%plore
the relationship between the establishment of an $DI
lin' and the share of the (buying) target firms busi&ness gien to the (selling) source firm. 6inally, we
draw some conclusions and implications for the de&
sign and mar'eting of $DI technology and discuss the
issue of strategically sustaining the competitie ad&
antage deried from an $DI lin'age.
/doption of $loctronic Dato
Intorchango #ochnologyRogers and Shoemaker (1971) and Rogers (1983) ar-
ue that the ado tion of innovations is related to the
attributes of the innoations as perceied by potential
adopters. 4f those attributes, two of the most signif&
icant are relatie adantage and compatibility with
present systems (#ornatz'y and >lein 19"). In ad&
dition, as members of a social system adopt an in&
noation, they put additional pressure on the remain&
ing nonadopters to imitate their behaior. #his two&
step diffusion process is well 'nown in the mar'etingliterature and has been modeled e%tensiely to fore&
cast the rate at which new products or ideas will be
accepted by the mar'et (
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principals endorse the industrywide benefits of broad&
based $DI adoption. #he target firm may choose to
ignore these forces but, to the e%tent they do influence
the decision, they can be e%pected to increase the li'e&
lihood of adoption.
us8 #he greater the influence of preious adopters, the more
li'ely the adoption of $DI by the target firm.
7-8 #he greater the influence of the source firm, the moreli'ely the adoption of $DI by the target firm.
758 #he greater the influence of industry representaties,
the more li'ely the adoption of $DI by the target firm .
;4stad4ptif8fn $ffaas8 $DI and
ar'et /dantage
Though the search for internal efficiencies ma pre-
cipitate !"# development$ proprietar !"# sstems
also offer the possi%ilit of competitive advantage
(&la'er 1989) The esta%lishment of an !"# linkage
%eteen to firms signifies a commitment to the re-
lationship that removes their transactions from the open
market (*rndt 1979+ "er$ Schurr$ and ,% 1987+
acneil 198.) !"# increases the intensit and mul-
tiple/it of the relationship (Tich$ Tushman$ and
0om%run 1979) and$ like #T technolog$ re2uires a
richer$ more cooperative relationship (0ra'ier$ Spek-
man$ and ,4eal 1988) that ma lead to further 5oint
innovation (*mdt and Reve 1979) 6onse2uentl$ the
level of goal congruenc and satisfaction can %e e/-
pected to %e higher for !"#-linked e/change partners
than for channel mem%ers ith hom no !"# link has
%een esta%lished (ohnston and arence 1988+ Stemand aufmann 198+ see also Stem and :eskett 19;9)
The historic initiatives of *merican :ospital Supplies
(later
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7a8 2hen a supplier establishes an $DI lin'age with a
buyer, the supplier will increase its share of the buy&
ers business.
0he Stdy
Samph-ng Method and Measurement Pretests
The likelihood ratio$ Ba test of
goodness of fit$ has a chi s2uare of # 187 (p C ..1 )$indicating that the overall multivariate function per-forms ell in discriminating %eteen adopters andnonadopters oreover$ e/amination of the individual
coefficients indicates that e/pected efficienc gains$e/pected service gains$ and e/pected sstem incom-
pati%ilit are all strong predictors of the results of the
adoption decision and are in the direction hpothe-
si'ed in :t $ :D $ and :3 4o support is found for :>through :7 $ hoever
6hi s2uare is again significant (p C .)$ andthe e/pected service gains coefficient (p ? .D) issupportive of :# *lso$ the e/pected efficienc gains
coefficient (p ? .8) is still marginall supportive of:D Sstem incompati%ilit$ hoever$ is no longer asignificant predictor of the intent to adopt The influ-ence varia%les again are not significant
The results of this stud indicate that the perceived
relative advantage of !"# over present sstems is an
important element in the decision to adopt an !"#
linkage ith a source firm Support for the hpothe-
si'ed relationship %eteen e/pectations of sstem in-
*radietom
8actor ?a.@? aAah#wl 1 walgo
@nalsis 8actor 4."standard 8actor 8actor 6 8actor 9stem 8actor * 8actor B 1actor 5
mo)e8 9ervice rg. Cost n)ust Carriers @gents . E-ciency
11 . .=>= %.9=9= %.>(==( %.>(=6 %.96( .>5=6 .55 %.55 %.(1actor ( 56>6 1actor 5 .6(1actor = .==5=(( 1actor .>6>(>59 .> @>==
0$ecte) efficienc gain .6955 .9>5> @( .5
0$ecte) service gain 6 .(>95> .59(9 .> .stem incom$ati2ilit ( %.66 .665
@gents influence > %.5(6> . .(< .6(5onsyns'i and 2arbelow
19""). #hat approach significantly increases the costs
of the target firms initial adoption, and also ma'es
the adoption of additional interfaces ery costly.
/t the other end of the spectrum are insurance
companies such as aryland !asualty that ta'e pride
in facilitating the implementation of $DI by adapting
themseles to whateer equipment the agents hae,
and using the public alue&added networ' of the in&
dustry (i.e. , IH/F0 see >onsyns'i and 2arbelow19"5). #ypically, the solution is a stand&alone ;! that
decouples the internal agency system from the $DI
and its outside communications. #he result is a fle%&
ible (and modular) approach at the e%pense of full data
integration with the agencys internal computer pro&
cesses and databases. #his approach significantly re&
duces the costs of the initial adoption, but leaes the
source flrm subect to easy adoption of additional lin's
by the target firm.
In summary, the challenge for $DI source firms
is to design a system that (1) facilitates the initial
adoption, () ensures the desired postadoption busi&ness effects, and () ensures the long&term retention
of those desirable effects by discouraging additional
lin'ages. #he first two appear most responsie to at&
tributes that delier significant operational efficiency
and serice improements to the target firm een if
those attributes ultimately impose substantial organi&
zational adaptation costs. In fact, once incurred, these
initially underalued, relationship&specific inest&
ments in organizational adaptation may act to insulate
the initial $DI lin' from competition from other lin'&
ages. $DI source firms appear to hae an opportunity
to ta'e adantage of the optimism of the target firms
in designing systems that may promote a long&term
strategic adantage.
Mareting !onference" ;. 2hite and *. 6is', eds.
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!orey, $. +aymond (19"3), he +ole of Information and
!ommunications #echnology in Industrial Distribution,@ in
Mareting in an Electronic Age" +. aufmann (19"3), @$lectronic U
Interchange in 0elected !onsumer *oods Industries8 /n
@
tron0c Age" +.
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