(^ ;DBf;2Y HD28 .M414 ^5 The Impact of Group Context on Patterns of Groupware Use: A Study of Computer Conferencing as a Medium of Work Group Communication and Coordination by Paul Cole CCS WP #182, Sloan WP January 1995 # 3795-95 MASSACHUSETTS INSTITUTE 1 i 1996 The Impact of Group Context on Patterns of Groupware Use: A Study of Computer Conferencing as a Medium of Work Group Communication and Coordination Paul Cole Center For Coordination Science Massachusetts Institute of Technology Cambridge, Ma. Abstract This paper describes a study of the use of computer conferencing for work group communication and coordination. The goal of the study was between group context and technology relationship examine the to utilization, i.e. the social factors which influence a group's use of groupware. This paper describes three work groups, identifies patterns of computer conferencing use for each group, and examines the relationship between use patterns and group context. The findings provide considerations for groupware introductioa This study examines the use of computer conferencing by three work groups in order to examine the group presents three factors which influence the use of groupware technology. The paper work groups, describing group task, structure first and process. Four modes of use observed are then briefly outlined, followed by a detailed account about each groups' use of computer conferencing and the common themes identified by team members. The next section analyzes the use patterns across the teams using a framework developed in the study. This framework draws on 1987). the small group theory of The summary Hackman (1975), Gladstein (1984) and (Schein, section presents a set of considerations, based on the findings, for introducing similar groupware technology. The study was conducted The in a software engineering organization of a three groups studied-- a research group, a senior development group— represent a variety of tasks and of conference use by the three groups. It computer company. management team, and goals. a product The study examined the fu-st year focused on the use of computer conferences limited group members rather than 'open' computer conferences that are to used for communication beyond a work group. Electronic mail was a common means of communication in the software engineering environment and most engineering project teams also used computer conferencing. Both electronic mail and computer conferencing systems had been available in this software engineering organization for over ten years. Data collection involved individual interviews, observation of the members' interactions, Current Address: Lotus Development Corporation, 55 Cambridge Parkway, Cambridge, Ma. and analysis of computer messages. Typically interviews involved an examination of the computer conference with approach attempts the individual group member uncover use patterns and to common at his The case study or her desk. themes rather than test specific hypotheses (Yin, 1984). The findings of this study support previous research on group ware implementation (Bullen, 1988, Orlikowski. 1992) yet distinguishes itself from the early work on conferencing (Hiltz, 1984, Johanson, 1979) by the focus on use by existing work groups and the relationship between group context and patterns of is what Markus and Robey (1988) to create patterns of use. The fundamental assumption underlying label 'emergent', that technology use, and technology use is, is social study this and technical factors interact best understood in light of social its context. CASES Research Group: The research group was composed of eight people: a manager, a program manager, four engineers and a adjoining cubicles along an facility thirty miles aisle, secretary. The group was co-located, who was with the exception of one engineer away. The work of the group was to identify, sitting in located in another new prototype and transfer technology to product development groups within the same software engineering organization. The work was divided into one to three person projects pursuing different technologies. The projects were planned and implemented independently with the exception of two technologies which were interdependent. The cycle of an average project ranged from one project commonly to two years. A included engineers or product managers from the product development groups as well as people from university laboratories or small technology companies. The process were non-routine and highly specific to the project and people involved. The primary means of communication between group members was through ad hoc, to-face meetings. The group had a regular, weekly staff meeting for several hours, but the meeting was frequently canceled. Individuals within the group met on a as-needed first thing in the morning the cubicle, filling them in manager would "meet" with group members frequent use of electronic mail for brief messages regarding ongoing exchange of more formal documents. It was common for the work manager of basis. Often, in the aisle on something or finding out about the process on a draft versions of "white paper" face- project. The made activities the group documents or proposals which he was working on by his and to for send for input. Electronic mail was used for individual communication and for communication to the whole group via a distribution list The manager focused "selling" the work of his attention primarily on issues external to the group, the group to the larger engineering organization such as and establishing linkages to other He groups or organizations. program manager and project knowledgeable about all tended to leave the operational details and planning to the He was leaders. quite involved with the work of the group and of the projects, but his style was to talk to group members an in He informal, as hoc fashion rather than to have regular meetings or rely on monthly reports. typically got brief verbal updates Senior and his from group members when he requested them. Management Team: The staff of fifteen manager's, senior management team, composed of a was responsible for the strategic vice president and operational management of one of the principle software engineering organizations. Half of the staff were located in one building, the remainder were located within The opposite coast staff managed 30 miles, and one manager was located on the relatively independent product development groups. Several of the product groups were more closely connected, based either on common customers or products that were tested and sold as integrated solutions. At the time of the study, the management team was newly created as a result of a cooperate reorganization, which unified a number of software product groups. The oriented strategy and establish a Communication for the common whole staff vice president was brought set of business practices in to develop a market- and procedures. occurred in a formal monthly two day staff meeting. The work and communication processes were semi-formal. There were regular budgeting processes and reports, regular product monitoring, processes for capital equipment and for hiring authorization. Staff meetings addressed these standard business processes as well as the less structured processes, common to the such as exceptions or changes to plan, strategy and policy issues whole group. Communication outside of the group was commonly via e-mail, phone or face-to-face meetings between individual meetings with his an as-needed basis. staff, individuals. The degree of interactions between with many together, but it vice president did not hold regular communicated via e-mail and met with individual on rather he based on the degree of interdependency of on task forces The individual staff their products. was not uncommon Staff members was members for individuals to have largely periodically worked no communication of the rest of the group between staff meetings. Product Development Group: The product development group was composed of 12 members who were all located in adjacent cubicles. There technical leaders, developers and a technical writer. existing software product for a technical component new system areas, several of The architecture. was a project leader, several task of the group The project was work was divided functional specifications and the product schedule worked on coding and into which had technical leaders who were more senior engineers. In the planning phase the features of the product were designed and the developers an to revise testing the was determined. documented as In the implementation phase components, finally integrating them in a series of base levels. The average product cycle for these types of projects was 12-18 months. The tasks were clearly defined, and interdependent with defined prcxedures and clear mUestones. After six months of the project leader initial prototyping and feasibility planning was completed by two engineers, was hired and a project technically knowledgeable and focused orientation to the project He had team was assembled. The project leader was on daily operations and project deliverables. His team was one of team involvement and decentralized decision making. previously worked with several of the engineers on other projects. Project communication occurred in the brief, weekly project update meeting or in ad hoc, informal meetings of group members. The weekly project meeting, lasting about 1/2 hour, involved reporting of progress members' reports to plan for into a project each member. The project leader summarized the team summary for the week and filed it in one of the conferences the group used. The group also used e-mail for communication of individual issues and general corporate information. Communication was characterized by team members as informal, "over the wall communication", referring to conversations occurring over the cubicle walls. The project leader closely supervised the project, yet expected own the decisions in their team members to make areas and stay informed about the whole project PATTERNS OF USE In studying the three groups, four different cabinet, broadcast and discussion. active use (see figure 1). The modes of conference use emerged: different modes common Archive use refers to represent a continuum information that archive, five from passive to stored in the is conference for access by the whole group, primarily for a historical record. This information only read on an as-needed basis (e.g. reference material). File cabinet use refers to is common information that individuals post, read p)eriodically or used at a later point in the work cycle of a group. Frequency of access distinguishes archive from communication between one group member and whole group to see. In broadcast the The communication communication communication takes place, the is is to file cabinet use. Broadcast use refers to the group, e.g., posting a message for the inform the group rather than to have a dialogue. two way usually one way, and in the cases where exchange interaction similar to a conversation is limited. The discussion use between two or more people. is In a discussion, the responses from others generally occur within a few days. The discussion communication between group members and the interaction is for dialogue, an is a two-way characterized by responses within an expected time period. Each of the three managers stated that the purpose of using the conference was both to provide another means of communication for the group as well as a mechanism for storing common electronic information, i.e., discussion and archive. The following section describes how each group members used the computer conference and presents the common themes raised by team (see figure 2). Research Group Conference Use: The research group had one conference which was created for group information that members may to file group-related information, e.g. be of interest to the group, such as project-related information. The manager had intended for the group to share project information, yet conference with the exception of one individual Two served minimally as an archive and contributed it regularly after a when they little value from the use of the conference. first arrived, but both stopped month or two. Examination of the conference contents demonstrated to the getting who reported regular individuals reported reading the conference reading conference reports, and specific the conference to be used as a vehicle Group members reported to the functioning of the group. little it trip or meeting minutes, general work of the group. Most the information posted rather than information that group members had was formal and external The information was created. technical or administrative and not directly related to projects group Information posted included staff meeting minutes, was not critical that the information trip reports group to the often general members were working on. and technical information received by electronic mail, such as newsletters from specific technology groups and reprints of newspaper The conference was articles. member posted a personal message in existence for that included his thoughts only other example of a discussion in the later. In this instance one group two months before the first six member months of on a first group specific technical issue. the conference occurred a month posted information that he wanted feedback on. received one substantial response and second brief response which concurred with the The He first response. Group members reported initial interest in the conference, reading and posting messages weekly, but stated that their use declined gradually, dropping to several times a month. Periodically a group member would post a mail message from the manager, but the manager never posted information in the conference. There was uneven use of the conference as some members posted information When I asked key regularly and others rarely used the conference. group members issues surfaced. why Group members or read the conference. One person reports feeling low value". Another managers communication was not used more litfle actively, a Many group members I and face-face... if didn't feel stated, "the information common theme was captured by one member who style is informal number of "social pressure" to post information noted, "I didn't put project information in, but guilty because a lot of people weren't". routine and the conference was said, "the something was important it would be discussed face-face or in e-mail". Most people used e-mail as their principle work environment and several people objected to using two different systems to do their work, a mail application and a conferencing application, for example: work" and "I expect e-mail to be read yet came Several said that mail a directly to don't I "I only want one in-box to look for know how often the conference them versus the need to go to is my read". an information source as in computer conference. In addition several members was used conference was. They felt the right thing to do". One member conference: sure " I thought it it was principally because stated that he for the conferences so Senior Management Team Conference "SW it was the purpose of the Staff', "Reports" I and available, was unsure of the protocol a semi-formal publication process or for a what was appropriate conferences: know what stated they didn't really lists staff I wasn't didn't put anything in". Use: The Senior management team had three and "Goals and Objectives". The from like for the group record. SW Staff conference was used for general management team information, including: minutes, agendas, action item seemed "it staff meeting meetings and proposals for review prior to staff meetings. The Reports conference was for monthly reports, and the Goals/Objectives conference was for individual managers to post their group's goal and objective statements for input and discussion with others. productivity of his dispersed The manager expected the conference to management team by providing the conference prior to staff meetings. He also improve the the ability to share information in wanted a central archive of staff -related information for ease of access and for a record. The conferences were used as an archive and file cabinet for administrative information, rather than as a managers posted the minimum medium Most for discussion. required information, such as monthly reports and very few reported reading information posted by other managers. The regular fihng of monthly reports evennially deteriorated to a few managers posting monthly reports. Several managers reported using the SW Staff conference for getting administrative information, such as organization charts and e-mail distribution hsts, yet most had their secretaries get information they needed from the conference. Most managers reported they posted in the conference. didn't post objectives few comments Another me and who in the comments from stated, "It didn't others on information work because a lot of people and only a few people commented on what was posted. There were so that there was no common theme communication was as posted One manager getting no payoff... identified I got more comments by the managers was effective as the conference. Several conference seemed optional. probably required my attention. I If I didn't have more reads the conference regularly." Several at staff meetings". that their usual process of e-mail managers reported, "The was OK, yet e-mail was sent respond it faith if send e-mail, since I stuff members expressed I don't to know frustration at the fact the vice president posted meetings minutes and agendas for future meetings in the conference rather that using e-mail, but reported, "typically a staff it member would get it from the conference and share with others, either via e-mail or hard copy". Several managers preferred to talk directly with others on the staff rather than posting messages Another manager pointed out the lack of teamwork, in the conference. "it One manager of individuals with individual responsibilities, rather than a group". was pointed out that the vice president "never discussed the use of the conference at staff meetings, so had an opportunity how to learn a set we never to use the conference as a group". Product Development Group Conference Use: The group had two conferences, 'Internal' and 'Bugs'. The information such as: work 'Internal' conference was used for posting general project plans, status reports and project issues. The 'Bugs' conference was used to track product bugs, such as specific work items that were assigned to individual team members. The project leader wanted project information and as a mechanism The product development information and were used in archive it was used were assigned to a reliable storage. all to monitor project members to share relevant activities. group's conferences served as the primary source of project all modes: archive, infrequently. For project leader reviewed to use the conferences for file cabinet, broadcast and discussion. example just prior to the close As an of the planning phase, the the issues previously posted in the conference to ensure that they group member or accounted One example for. As a file cabinet use involved documentation, any it was used as common, member whose work needed to be put in the final product documentation would post his/her working notes in a conference. The writer later used the notes from the conference as a basis to work on the product documentation. Broadcast usage included such things as the project leader posting the weekly project reports in a status report topic in the conference. Discussion use involved project team members, proposal. most of the either generating ideas in a specific area or giving feedback to a The discussion generally involved simple responses, such as agree/disagree, additional pieces of information, or questions for clarification, but negotiation of differences more complex issues was done in face-face meetings. Discussions tended to be issues that needed to be addressed and that affected the whole group, on on specific for example, the build procedure and the testing system. In one instance, a discussion of the testing procedure, the project leader asked one person to open a topic in the computer conference and asked group members to post messages about their requirements for a test system. After a had been generated and responses made to the ideas, one person was assigned to take the ideas and create a formal proposal. The proposal was posted into the conference and the final resolution number of ideas in the conference, responses entered was achieved in a face-to-face meeting of several group members. The discussion in the conference and process took several months from ideas to final decision. initial The product development group members Most members had conferences. minutes consistently reported regular daily use of both a daily habit of reading the conference for ten to fifteen thing in the morning over coffee. "Sort of like an old friend" first was the description of the conference by one group member. The 'Internals' conference was used more actively in the planning stage of the project The issues were identified but not always assigned to The 'Bugs' conference was used throughout individuals. the project when and most intensively close the implementation/coding stage of to final project deadline. project leader moderated the conference and actively encouraged people to use One member stated, "In project meetings an issue would come up, like what should release notes, and often the project leader conference". He would would suggest starting a also intervene in a conference discussion new I it. do with topic in the when he thought the discussion was taking too long or not leading to a conclusion. In those cases he would ask individuals involved to make a final decision about the issue, the often involved a face-to-face meeting. The project leader also included team members in the decisions about the structure and use of the conference. The product development team was computer conference into their management team and work the only group of the three that integrated the practices the research group, and relied on it for their work. communication occurred via e-mail, phone and face- to-face meetings despite the introduction of computer conferencing. describes group factors and identifies how In the senior The following section they influenced this patterns of use. ANALYSIS The following patterns of task fit, analysis utilizes four group factors (see figure 3) that appear to explain the computer conference use by process fit the three groups. The four and group learning. These factors emerged analysis of the case data. Figure 4 shows a summary of use factors include: leadership, in the study patterns from the thematic and analysis of group context. Leadership as a factor influencing group technology use refer to the degree to which the leader integrates the technology, establishing expectations for use, incentives and /or consequences for use, modeling and reinforcing management style also influence use. groupware usage. leader of the product development team was The leader's In the three critical issues and actively moderated teams studied, the project the only leader of the three leadership tasks necessary for successful groupware adoption. clear exceptions of use for the conference. communication and He who performed the established and reinforced He suggested group members the conference, limiting discussions start when new topics issues on remained unresolved. He modeled management team the commented on information own use sent a signal to the team tool for the project. vice president identified a clear rationale for the use of model or reinforce the conference but did not His use. was an important communication that the conference In the senior own value through his its its use. Initially he posted his staff posted, thereby creating messages and an incentive for others to use. As he became busier he used the conference less and the incentive for use diminished. His lack of by use, as well as the lack of use members began to expect his staff, no responses became a negative reinforcement, to their messages. The as when staff vice president tried to reinforce use by posting general staff meeting information rather than distributing it via e-maU. However Information about staff meetings was in the conference but other he was inconsistent information was distributed to staff via e-mail. manager demonstrated no In the research group, the conference use. He knew, did not read visible leadership with regards to the did not use the technology, post information, and as far as group the conference. This lack of leadership sent a signal to staff that the conference was not critical to the manager's job, and thereby not critical to the research manager neither estabUshed a clear purpose for the conference, nor expectations for use. This created confusion for group members, were expected that use. to use the conference, yet they did not The communication it approach to its was not used by to closely to do the usage patterns, influence Use of the conference was consistent only with and the teams' use of the conference allowed him interacting with each of the common small size. style of the leader, in addition to the leader's management. He wanted The understood that they topic structure that did not need a moderator because of the team's use of groupware. leader's who group. have a clear objective or standards for The heaviest user of the conference created a The group decided group. members the project monitor the work of the project team that without spending additional time team members. The project leader posted his own status reports in the conference in addition to participating in the conference discussions. In the senior management team, the vice president also closely monitored the work of his staff, but he relied primarily on business planning and group financial status reports which were information sources independent of the conference. The communication style of the research group manager was more informal, ad hoc and status reports, rather senior lot He did not require regular monthly he had periodic face-to-face updates. His preference was to monitor the work of the group through encouraged a interpersonal. brief, informal interactions. In the product group the project leader of direct communication between individual team members, whereas in the management team and the research group, the communication. In both these latter manager was more often the focal point of groups work direction and information came from the manager. For the project leader the information in the conference was critical to managing the work group, whereas for the vice president and the research manager, the information in the conference was not essential. In addition, the vice president did not encourage group communication nor did the staff trust each other enough to share critical information in the conference. Task Fit as a factor influencing group use of technology refers to the degree to technology assists individuals and the whole group in accomplishing such things How group? does the technology as, facilitate critical tasks and when does the group receive its which the work. This includes and provide tangible benefits the benefit? Of the to the three groups studied, the concrete, defined and interdef)endent tasks of the product development team most clearly many benefited from conference use. Individuals often needed real-time information from group members. The high level of task interdependency other and the resultant high level of communication and information exchange needed was well suited to conferencing. Information could be posted once for the whole group, rather than a series of individual interactions which would be redundant and increase members directly benefited by having access to the project had direct impact on research group work in other parts. same information since work on Senior members worked independently and than group communication. A into projects and it part of the management team members and their tasks required more the individual rather shared information source, which the conference provided, did not add significant benefit beyond the existing e-mail system. was divided Group the probability of lost or mis-interpreted information. was project-level success of the individuals. There was In the research team the work communication which was most critical to the ongoing dependency among the projects. The little conference was restricted to the group and, therefore did not support communication with project for its members outside the group. task, but a The group's internal communication capacity was conference restricted to the group did not support the more communication external to the group. The senior management team and sufficient critical the research group both attempted to use the conference as an archive for the group's work, yet a centralized, electronic record provided no immediate, tangible benefit to the group's success. Establishing and maintaining an accurate record required work on the part of the individuals and in neither in both groups group were there sufficient incentives for individuals to post information to a group repository. Process Fit as a factor influencing group use of technology involves the degree technology matches the work practices and i.e. the actual work whom about what, is in the steps associated with a task, the how the play. group functioned, communication flow, i.e. who In the product group, the use of the i.e. there 10 which of the group. This includes the work flow, talks to group values and norms for acceptable behavior, and membership, group and what roles do they consistent with culttire to was a high i.e. who conference was level of information exchange on The norm of group- wide communication was already established and so a project information. the computer conference was convenient and communication in the senior efficient medium Most of the for this. management team and research group was individual communication rather than group-wide communication. Both groups functioned did not easily incorporate the use of the conferencing into their work practices, or sub-group in a way that and so the conference usage remained marginal. Computer conference supports group-wide communication which was contrary groups. Additionally in the to the dominant interactions and norms of these two management team among team members the lack of trust contributed to a secretive environment where information was often not willingly shared. conference required behavior which individuals perceived as risky and so, Communication occurred between individuals or between staff it was members and The often unused. the vice president, but litde communication occurred across the whole group. In the research group there was a higher level of trust and group communication, but the group communication was typically The characterized by brainstorming and a quick-paced give and take best done face-to-face. group valued individual, autonomous work and creativity, rather than tight integration and regular communication. Individuals often interacted with others to spark ideas, to get feedback on some specific issues, or learn about coordinate work. who The communication new developments style of the in technology rather than to group evolved in response to the manager preferred informal communication rather than planned staff meetings or regular one-one meetings. The communication needs and style of the senior management team and the research group were consistent with the one-to-one model of e-mail. E-mail provided a known and comfortable means of communication which fit the existing norms for interaction, consequently conference usage never became an established norm. The usage. quality of information communicated among The product development team's work structured, concrete and repetitive dictated information that and exchange work context, or adapt less predictable information was more difficult in a conference without risk misinterpretation Group Learning refers its was often more that the abstract, impressionistic information of the research and management teams. The more unstructured, to capture the teams differed also and affected to the degree which the group is and ambiguity. able to adapt the technology to behavior to the technology. This includes how its accurately and consistently the group understands the purpose of the technology, the strength and weakness of Group the technology, the opportunities created through technology use as well as risks. learning also refers to way the group development team established an identifying the ways Group members in manages the introduction of the technology. explicit learning process that involved which the technology could be used in the product The product team members in their specific group context development team had similar prior experience with 11 in conferencing which minimized the learning required. Neither the senior management nor research teams discussed the use of the computer conference as a group. In both the research and senior management teams the use of computer conferencing new for individuals. common internal as information information, yet not as a management medium tools, for internal group communication was knowledge or Individuals from both groups had computer conferences for i.e. a means first for individuals to access communication. Use of conferencing for group communication required explicit learning and discussion The early experiences of the research and senior hand experience with that failed to occur. management team created negative A expectations for future use which contributed to deterioration of conference use. spiral was established in which little negative valuable information led to diminished individual expectations and eventually to less use. Individuals learned to expect litde valuable information and/or communication in the conference. In the product team the project leader involved group members process. in determining the conference's structure and subsequently modified both The group learning and adaptation was effective in the product team. its structure The research and management team neither monitored or evaluated the use of theconference. The absence of effective learning prevented these groups from establishing new work practices consistent with conferencing technology. SUMMARY Findings and further research: The findings of this study illustrates how group influences the use patterns of computer conferencing technology for three groups. does not indicate which of the four factors (leadership, task fit, process fit context The study and group learning) has the greatest impact on technology utilization and what other social or technical factors The comparison across influence a group's use of computer conferencing. suggests that it is the three cases which determines use the interaction of the foiu" group factors patterns. The study begins to suggest an effective group context for use of conferencing technology specifically for internal is an important next Groupware communication and coordination. Further investigation of these factors step. Introduction: The findings and group factors discussed in this a framework and set of considerations for introducing groupware technology. must have a clear purpose and a process for The manager for the use of technology and establish expectations for individual use group use. The leader's reinforcement of technology use by modeling and establishing incentives The study provide that support use is likelihood of groupware being used is closely linked to the degree to which the technology to primarily benefit the manager, with is use also critical. technology supports the successful completion of Groupware technology its critical tasks. little also not likely to be used 12 It is insufficient for the benefit to the individuals in the group. when the goal is to enable group behavior or interactions, hoped for by the manager, but not in the group's repertoire or to the benefit of the individual group members. Use of group's the specific groupware technology is most successful when work practices, norms and communication it is consistent with the patterns rather than requiring behavior in the group that does not exist or contradicts existing norms of interaction. Groups are use groupware technology if it groupware technology such requires learning significantiy different as conferencing, communication medium, such as e-mail, ways of less likely to interacting. New must present tangible benefits over existing in order for groups to overcome the barriers to change. Introduction of group communication technology must take into consideration individual needs and preferences in addition to the personal communication styles need of the group. Finding ways to incorporate a variety of is critical if the technology intends to support communication for the entire group. Groupware technology provides group behavior Learning is is opportunities for the goal of the manager, he or she a fundamental new group must address many groups groupware technologies. Individuals have little interact in shared, electronic more natural work spaces. An understand a trial/error learning new technology and capacity to learn and adjust to the learn about when new changes required. to gain the benefits the conditions for from new experience to draw upon as models for how to on-going leamrng strategy integrated with work effective than a strategy that emphasizes up-front learning. work rhythms, and the component of successful change, and establishing learning and for change will be critical for is interactions, yet Working within group's processes allows individuals an opportunity to its application in an actual work environment. 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New York: The Free Press Markus, M.L. and Robey, D. "Information Technology and Organizational Change: Causal Structure in Theory and Research", Orlikowski, W.J. (1992). Learning Implementation. In Cooperative in Work Schein, E. (1987) , J. Management From Sciences. May Notes: Organizational Issues in Turner and R. Kraut (Ed.) Conference (pp. 362-369). Toronto, Or ganizational 1988, Vol. 34, No. 5. On Groupware Computer-Supported Canada: Association for Computing Machinery. Culture and Leadership. San Francisco, Jossey-Bass 14 Figure USAGE MODE 1: Usage Types Figure 2: Conference Patterns of Use Figure 3: Framework Leadership -- Groups and Technology Figure 4: Group Factors Summary Date Due MIT LIBRARIES 3 9080 00988 0755