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600 M ARYAM A LAVI AND Y OUNGJIN Y OO<br />

complex datasets with multidimensional decision - making criteria ( Turban, Aronson, and<br />

Liang, 2006 ). These emerging DSS tools take advantage <strong>of</strong> sophisticated artifi cial intelligence<br />

and multidimensional statistical techniques to detect hidden patterns and associations.<br />

Furthermore, powerful visualization tools enable decision makers to analyze the data from<br />

many different angles (Dillon and Information Management Forum, 1998 ). Leading companies<br />

like Wal - Mart have been very successful in utilizing the huge volume <strong>of</strong> transaction<br />

databases to gain new insights into customer behaviors. Organizations can deepen their<br />

relationship with customers by leveraging better insight on customers ’ behavior (Cooper,<br />

Watson, Wixom, and Goodhue, 2000 ). In information systems literature, several<br />

researchers have articulated and investigated the relationship between DSS and organizational<br />

decision - making processes and outcomes. For example, Leidner and Elam ( 1995 )<br />

in their study involving 91 users <strong>of</strong> decision support systems in 22 organizations found<br />

that the use <strong>of</strong> DSS led to better decision - making outcomes as well as enhanced user<br />

mental models. Thus, the information access and analytical capabilities <strong>of</strong>fered by DSS<br />

can bring about changes and improvements in decision - making processes and outcomes.<br />

Information technologies, with their vast capacity for creating, transmitting, and storing<br />

messages, can also play a key role in the support <strong>of</strong> communication and collaboration<br />

processes in organizations. An early effort to use information technology to support<br />

organiz ational communication and collaboration processes led to the development <strong>of</strong><br />

group support systems (GSS). More specifically, GSS refers to a range <strong>of</strong> computer- and<br />

communication - based capabilities designed to support work group interaction processes<br />

in order to enhance the performance <strong>of</strong> groups in organizational settings ( Jessup and<br />

Valacich, 1993 ; Nunamaker, Dennis, Valacich, Vogel, and George, 1991 ). Dominant forms<br />

<strong>of</strong> early GSS tools include electronic mail and computer conferencing systems, videoconferencing,<br />

and electronic meeting systems.<br />

There has been a major growth in the application <strong>of</strong> group support systems in organizations<br />

over the past decade. Consider the following examples and changes resulting from<br />

applications <strong>of</strong> group support systems. Boeing experienced a return on investment <strong>of</strong><br />

681% with an approximately $ 100,000 investment (Briggs, 2004 ). Andersen Consulting uses<br />

a Lotus Notes s<strong>of</strong>tware system as a corporate backbone for the support <strong>of</strong> its knowledge<br />

sharing (Yoo and Torrey, 2002 ). Notes is deployed to over 10,000 people worldwide and is<br />

actively used for a variety <strong>of</strong> group functions, including e - mail, project management, and<br />

information exchange and capture.<br />

Early GSS research literature (Benbasat and Lim, 1993 ; Dennis, Wixom, and<br />

Vandeberg, 2001 ; DeSanctis and Poole, 1994 ; Pinsonneault and Kraemer, 1989 ) point<br />

out that, in general, three types <strong>of</strong> value - added organizational change can be expected<br />

from group support system applications. These include: (1) reducing the effects <strong>of</strong> time<br />

and distance barriers that constrain face - to - face interactions and communication, (2)<br />

enhancing the timeliness, range, depth, and format <strong>of</strong> the information available to organizational<br />

members, and (3) improving performance and effectiveness by reducing group<br />

process losses (e.g. evaluation apprehension) through more efficient and structured group<br />

interaction processes.<br />

The continuing development <strong>of</strong> communication technology has enabled the emergence<br />

<strong>of</strong> virtual teams as a viable form <strong>of</strong> organizing and coordinating group works<br />

( Jarvenpaa, Knoll, and Leidner, 1998 ; Jarvenpaa and Leidner, 1999 ; Lipnack and Stamps,<br />

2000 ; Piccoli, Powell, and Ives, 2004; Powell, Piccoli, and Ives, 2004 ). A virtual team is a

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