COGNITION AND ORGANIZATIONAL ANALYSIS: WHOS MINDING THE...

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"COGNITION AND ORGANIZATIONAL ANALYSIS: WHO'S MINDING THE STORE?" by Susan C. SCHNEIDER* Reinhard ANGELMAR** N° 88 / 52 * Susan C. SCHNEIDER, Associate Professor of Organizational Behaviour INSEAD, Fontainebleau, France ** Reinhard ANGELMAR, Associate Professor of Marketing, INSEAD, Fontainebleau, France Director of Publication : Charles WYPLOSZ, Associate Dean for Research and Development Printed at INSEAD, Fontainebleau, France

Transcript of COGNITION AND ORGANIZATIONAL ANALYSIS: WHOS MINDING THE...

  • "COGNITION AND ORGANIZATIONALANALYSIS: WHO'S MINDING THE STORE?"

    bySusan C. SCHNEIDER*Reinhard ANGELMAR**

    N° 88 / 52

    * Susan C. SCHNEIDER, Associate Professor of Organizational BehaviourINSEAD, Fontainebleau, France

    ** Reinhard ANGELMAR, Associate Professor of Marketing, INSEAD,Fontainebleau, France

    Director of Publication :

    Charles WYPLOSZ, Associate Deanfor Research and Development

    Printed at INSEAD,Fontainebleau, France

  • Cognition and Organizational Analysis:Who's Minding the Store?

    Susan C. Schneider

    Reinhard Angelmar

    INSEAD

    Blvd. de Constance77305 Fontainebleau

    FRANCE

    33-1-60-72-4000

    An earlier version of this paper was presented at the AnnualAcademy of Management Meeting in New Orleans, 1987.

  • Cognition and Organizational Analysis: Who's Minding the Store?

    This paper provides a framework for organizing research and theory

    on cognition as discussed in the organizational literature.

    Cognition is described in terms of structure, process and style.

    As a property of systems, and thereby independent of a specific

    level of analysis, cognition is then discussed across the

    individual, group and organizational levels of analysis. Several

    issues are raised concerning the state of theory development and

    measurement. Research strategies are proposed.

  • 1

    The increasing interest in the cognitive approach to organization

    analysis is based on the assumption that organizational behaviors

    are manifestations of cognitive phenomena. But beyond this

    assumption, analysts differ widely in their preferred level of

    analysis and methodological approach. The debate is raging as to

    the appropriate level of analysis. Many insist that "organizations

    don't think only people do" (see Sims & Gioia, 1986) or that

    "organizations don't cognize" (James, Joyce, & Slocum, 1988;

    Glick, 1988). Organizational theorists who think otherwise brave

    attacks of anthropomorphism and reification. Many who attempt to

    study cognition at the organizational level of analysis succumb to

    cross-level fallacies (Rousseau, 1985).

    As the cognitive paradigm is becoming increasingly popular, one

    runs the risk of researchers carving out highly specialized

    niches, using models and methods borrowed from other fields, and

    becoming constrained by them. For example, by borrowing heavily

    from psychology many become convinced that the individual level of

    analysis is the most appropriate. Models and methodologies from

    psychology have been well developed, proven valid and reliable, so

    why not use them to study cognition within the organizational

    context? We feel that the individual-level approach will not

    advance the development of a cognitive paradigm in organizational

    analysis. If organizational theorists do not mind the store, who

    will?

    In this paper we review and synthesize the organizational

    cognition literature in order to construct a map that will let us

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    see where we are and where we need to go. First, cognition is

    defined as a set of core concepts referring to structure, process

    and styles. Next, applications of these concepts at the

    individual, group, and organizational levels of analysis are

    reviewed. This framework helps to identify critical issues and

    gaps in theory and in research. Research strategies are discussed

    that will encourage developing the cognitive paradigm at the

    organizational level of analysis.

    Cognitive Approaches to Organization Analysis

    The cognitive paradigm in organizational analysis flourished

    following the publication of Cyert and March (1963). Organizations

    were subsequently described as information processing systems

    (Galbraith, 1974; Tushman & Nadler, 1978), social information

    processing systems (Salancik & Pfeffer, 1978), bodies of thought,

    of thinkers, and sets of thinking practices (Weick, 1979a),

    multicephalous organisms capable of symbolic representation (Pondy

    & Mitroff, 1978), interpretive systems (Daft & Weick, 1984), and

    as minds (Sandelands & Stablein, 1986). The classic study of

    Bougon, Weick, & Binkhost (1977) on the Utrecht Jazz Orchestra

    launched the study of cognitive or causal maps in organizations.

    This approach was complemented by the study of differences in the

    way information is processed, giving rise to the concept of

    "cognitive style". The impact of cognitive structures, processes

    and styles on behavior has also been studied. For example, risk

    averse behavior can be elicited by labelling (categorizing) as

    gain vs. loss or as threat vs. opportunity (Tversky & Kahneman,

    1974; Dutton & Jackson, 1987).

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    Core Concepts of the Cognitive Paradigm

    Regardless of the level of analysis, the study of cognition is

    always concerned with three types of phenomena: structure,

    process, and style.

    Cognitive structures are representations of knowledge that contain

    and organize information. Information is sorted into categories

    based on similarities of attributes. Categories can be described

    in terms of width as broad or narrow. Construct systems refer to

    systems of categories which are related through non-causal

    relations (e.g., similarity, liking, hierarchy). They can be

    described as abstract or concrete, and in terms of complexity,

    differentiation and integration. This refers to the number of

    elements within a construct system and their interrelationships

    and has been demonstrated in managerial thinking through verbal

    protocol analysis (Isenberg, 1986) and in group as well as

    individual task performance (Driver & Streufert, 1969; Schroder,

    Driver & Streufert, 1967). Much research has been developed using

    methodology derived from Kelley (1955) Repertory Grid Techniques

    (Dunn, Cahill, Dukes, & Ginsberg, 1986; Ginsberg, 1987; Walton,

    1986; Reger, 1987).

    In causal systems, categories are related through cause-effect

    relations. Such systems can be described as tightly associated or

    loosely coupled, as in the case of habits or contingent events

    taken for causal events. Causal systems can be established by

    trial and error, empirical testing, or can be created by salience

    and contiguity, e.g. temporal sequencing. For example,

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    superstitious behavior is caused by erroneous perceptions of cause

    and effect based on contiguous events. Causal systems are also

    responsible for attribution phenomena (Kiesler & Sproull, 1982;

    Ford, 1985). Cognitive mapping techniques have been used to

    measure the degree of perceived individual control over events or

    elements (Weick & Bougon, 1986). These systems can be extremely

    complex as they contain feedback loops which can amplify the

    positive or negative effect of one variable on another (Maruyama,

    1963; Masuch, 1985).

    Cognitive processes refer to the search, selection and retention

    involved in information processing (Weick, 1979b). The manner in

    which information is sought, selected, organized, interpreted and

    stored is thought to reflect the nature of the task or the

    environment, e.g. levels of uncertainty, ambiguity, analyzability

    and routineness (Ungson, Braunstein, & Hall, 1981; Cowan, 1986;

    Daft & Weick, 1984; Dutton & Duncan, 1987; Perrow, 1970; Tushman &

    Nadler, 1978; Salancik & Pfeffer, 1978). Furthermore, the task

    itself often determines the level of analysis. For example,

    decision making is most often treated at the individual level

    (Slovic, Fischoff, & Lichtenstein, 1977), while strategy

    formulation is considered an organizational level phenomena (Lyles

    & Mitroff, 1981). Scanning, however, has been discussed at both

    levels (Hambrick, 1982; Frederickson, 1984).

    Cognitive process is also relevant to the discussion of systematic

    biases found in decision making (Tversky & Kahneman, 1974; Hogarth

    & Makridakis, 1981). Information processing capacity is limited by

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    the existing cognitive structures and processes (Miller, 1978;

    Broadbent, 1958; March & Simon, 1958; Huber, 1982; Schneider,

    1987). As a result, simplification, retrospective rationalization,

    self justification, overconfidence, escalation and erroneous

    attribution of causality can occur (Schwenk, 1984; Hall, 1984;

    Huff & Schwenk, 1985; Beyer, 1981; Staw, 1981; Barnes, 1984).

    Furthermore, it has been argued that under conditions of threat,

    information processing becomes restricted resulting in rigidified

    behavior (Staw, Dutton, & Sandelands, 1981).

    Notions of learning rely on cognitive change processes (Hedberg,

    1981). Watzlawick, Weakland, & Fisch (1974) describe first order

    change as embedded in existing cognitive structures and processes,

    while second order change requires cognitive restructuring. This

    is also the basis of the difference between single vs. double loop

    learning (Argyris & SchOn, 1978). These notions derive from

    Piaget's (1954) discussion of accomodation and assimilation in

    which information is assimilated to fit the schema or the schema

    is changed to accomodate the information.

    Cognitive styles refer to the differences in the manner of

    selecting, organizing and interpreting information. For example,

    the Myers-Briggs Inventory (1962), based on Jungian theory,

    measures information gathering (perceptual) and information

    evaluating (cognitive) styles. This instrument has been

    extensively used for management development and some research,

    although there is much debate as to its validity and reliability

    (see Schweiger, 1983; Robey & Taggart, 1981; Taggart & Robey,

  • 6

    1981; Robey & Taggart, 1983). These styles have been related to

    problem formulation (Ramaprasad & Mitroff, 1984); information

    search (Blaylock & Rees, 1984; Herden & Lyles, 1981), design

    preferences (Mitroff & Kilmann, 1976), change strategies (Slocum,

    1978), entrepreneurship and innovation strategies (Miller,

    Toulouse, & Belanger, 1985; Hendersen & Nutt, 1980)

    Cognitive styles at the individual level of analysis are thought

    to be closely linked to personality and behavior (Witkin, Dyk,

    Faterson, Goodenough, & Karp, 1962; Gardner, Jackson, & Messick,

    1960). Some commonly studied styles are: 1) field independence,

    which reflects the degree to which individuals' perceptions

    distinguish figure from ground, has been related to analytic vs.

    intuitive reasoning ; 2) category width, which reflects the number

    of objects sorted per category and has also been measured by the

    outward limits within which a stimulus can be assigned to a

    category/structure; 3) cognitive complexity measures the degree of

    differentiation among constructs and their interrelatedness (also

    known as integrative complexity or multidimensional thinking); 4)

    intolerance of ambiguity which was initally demonstrated in

    perceptual taks as premature closure has been shown to be related

    to dogmatism - i.e. close mindedness; and 5) locus of control,

    which reflects degree to which people feel that they have control

    over what happens to them, is related to attribution pheneomena.

    These styles have been examined in the management literature in

    terms of perceptions of task characteristics (Stone, 1979),

    confidence in decision making (Gul, 1984; 1985), information

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    search/selection in merger & acquisitions (Blaylock & Rees, 1984),

    openness to information (Davidson, 1977), company growth and

    internationalization (Bradley, 1984), policy analysis (Baum,

    1982), perceptions of environmental uncertainty and organizational

    need for change (Paine & Anderson, 1975), entrepreneurship and

    strategies of innovation and risk taking (Miller, Kets de Vries, &

    Toulouse, 1982; Miller & Toulouse, 1986).

    Level of Analysis

    Individuals as units of analysis. Most of the cognitive

    organizational literature focuses on the individual level of

    analysis (for example, the majority of the contributions in Sims

    and Gioia, 1986) as a consequence of the borrowing from

    psychology. The organizational literature typically refers and

    defers to authors like Abelson (1976), Bartlett (1932), Fiske and

    Taylor (1984), Kahneman, Slovic & Tversky (1982), Kelley (1955),

    Neisser (1976), and Nisbett & Ross (1980). Several fields within

    psychology serve as suppliers of concepts, hypotheses and

    methodologies. For example, Tolman's (1925) experiments with mice

    provides to basis for discussions of cognitive maps. Hebb's (1949)

    description of the psychophysiology of the brain provides the

    basis for Sandelands & Stablein's (1986) discussion of the

    "organization mind".

    Response tendencies or behavior of individuals in organizational

    settings is explained or inferred by way of individual cognition.

    For example, individuals are given scenarios, cases, simulations

    in which they respond to or indicate how they would respond to a

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    given situation in which some cognitive map is elicited which

    becomes the independent variable. Or, cognitive structures are

    inferred based on observed behavior. Individual maps are often

    aggregated and said to represent group and/or organizational level

    phenomena. Problems arise when these individual phenomena are

    attributed to other levels of analysis. This raises issues of

    whether aggregation adequately reflects organizational level

    phenomena (Glick, 1985; Rousseau, 1985).

    Groups as the level of analysis. When individuals join and

    participate in groups, they bring with them their cognitive maps

    that may then be modified according to group processes and

    pressures. The Asch (1955) experiments demonstrated that

    individual perceptions could be brought in line by group pressures

    to conform. This was also demonstrated in increased communication

    aimed at deviants (Schacter, 1951) until they are discredited or

    ignored (Janis, 1972). Group cognition evolves through members'

    interaction with the event and with each other through

    communication (Donnelon, Gray, & Bougon, 1986), social interaction

    (Gray, Bougon, & Donnellon, 1985) and politics (Walsh, Henderson,

    & Deighton, 1986). In this manner, reality (behaviorally enacted)

    is defined, i.e. socially constructed.

    Groups dynamics can encourage sharing maps to the extent reality

    is ignored or reinterpreted as in Janis (1972) discussion of

    groupthink. Sion (1961) found that group members come to share

    fantasies about "raison d'être". In Festinger, Riecken, &

    Schacter's (1956) example, the Seventh Day Adventists' prediction

  • 9

    of the end of the world, the day which came and went unnoticed,

    was reinterpreted to reinforce the strength of the group's belief.

    Sapienza (1985) demonstrates that metaphors (structures) emerge in

    group discussions about environmental issues that then determine

    the strategy pursued. Methods for surfacing assumptions

    (structures) about organizational stakeholders to evaluate their

    validity and then impact on strategic in strategic decision making

    groups have been described (Mitroff, Emshoff, & Kilmann, 1979;

    Finney and Mitroff, 1986).

    Group cognition can be measured as an aggregation of individual

    cognitive structures, as a composite derived from group

    interaction and consensus, or as an assemblage (Weick & Bougon,

    1986). For example, in the UJO (Utrecht Jazz Orchestra) case,

    group level maps were created through aggregation of individual

    (average) cognitive maps (Bougon et al., 1977). Composite cause

    maps are discussed, agreed, and argued such that the group process

    is considered in crucial factor. An example of assemblage is that

    of Hall's (1984) study of the Saturday Evening Post in which he

    created an organizational level map based on the group maps of

    departments and their interactions.

    In group-level analyses, the cognitive phenomena of interest are

    conceptualized as attributes of groups. The relationship between

    individual and group level cognition however is not necessarily

    clarified. Maps are often considered to be "shared" or at least

    publically agreed upon. This leaves unanswered the question as to

    the extent to which conformity reflects true change in structures

  • 10

    at the individual levels. Walsh et al.(1986) address this issue in

    terms of coverage and consensus which reflects the scope of domain

    and the amount of overlap. The different impact or influence that

    individual members have on the outcome of group decisions provide

    a measure of political processes (Walsh & Fahey, 1984). Also the

    relationship between individual and group cognition has been

    explored in terms of cognitive styles, e.g. levels of integrative

    complexity (Driver & Streufert, 1969).

    Organizations as units of analysis. Cognitive phenomena are here

    conceptualized as properties of the organization. Specific

    organizational cognition, such as scanning, is thought to affect

    strategic behavior (Hambrick, 1982). Perceptions of the

    environment relate to the degree of strategic analysis and

    innovation (Miller & Friesen, 1983). Organization adaptiveness is

    also considered to be a function of managerial perceptions (Daft &

    Weick, 1984; Hedberg, Nystrom, & Starbuck, 1976; Paine & Anderson,

    1978).

    In the corporate culture literature, discussions of values,

    beliefs, assumptions, myths, ideologies express the notion that

    these phenomena exist at the organization level of analysis

    (Smircich, 1983; Schein, 1985). Beliefs determine design (Sproull

    & Sproull, 1981); ruling myths create the general strategic

    framework (Starbuck, 1982); and organization stories serve as

    scripts i.e. prescriptions for behavior (Martin, 1983). These

    stories, supposedly reflecting the uniqueness of an organization's

    "culture", were found to be paradoxically similar (Martin,

  • 1 1

    Feldman, Hatch, & Sitkin, 1983). The question of differences at

    the organizational level of analysis has also been addressed in

    terms of the types of beliefs (structures) (Schneider &

    Shrivastava, forthcoming) and the characteristic ways of

    processing information (Shrivastava & Schneider, 1984).

    Issues in Organizational Cognition Research

    In the previous section we have discussed the key aspects of

    cognitive phenomena at several levels of analysis as described in

    the organizational literature. Table 1 summarizes our framework.

    Insert Table 1 here

    By looking at the map we can see that there are some gaps that

    need to be explored. Much of the discussion is at the individual

    level of analysis if not in theory then in measurement. In what

    follows we will discuss some of the reasons for those gaps and

    some of the problems encountered in trying to fill them.

    Attack on "Anthropomorphism" and "reification"

    To talk about cognition at levels of analysis above individuals

    immediately triggers charges of anthropomorphism (i.e., individual

    human characteristics and processes are attributed to other levels

    of analysis), and of reification. This recalls older controversies

    about whether organizations have goals (Simon, 1973), or whether

    organizations can display behavior (Weick, 1979b).

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    Those who claim that only individuals have certain properties,

    e.g., "goals", "behavior", "thinking", rarely define the meaning

    of these properties in a testable way. Cognitive science and

    artifical intelligence have defined the concepts of cognitive

    structure, process, and styles in a level-independent way.

    Campbell (1974) has illustrated how cognition, i.e., structure

    (retention), and information processing (variation and selection)

    can be inferred from and tested against observable behavior at

    many different levels of analysis. This renders anthropocentric

    the argument of anthropomorphism.

    The second charge against using concepts like cognitive processes

    at higher levels of analysis is that this leads to reification,

    which means "to treat an abstract concept as if it referred to a

    thing" (Weick, 1979b, p. 34). However, reification at the

    individual level is also possible. Concepts like knowledge,

    memory, and information processing become "things" (just like

    personality traits), and these "things" are then used to "explain"

    observable behavior of individuals. This appears to be an obstacle

    to the conceptualization of cognition at group and organizational

    levels although not at the individual level.

    The obstacle disappears as soon as one ceases to reify cognition

    at the individual level. Concepts like memory and

    information-processing cease to be "real" objects and become

    hypothetical constructs. Observable behavior mainly serves to

    suggest (context of discovery) and test (context of verification)

    models of these constructs. The concept of behavior is itself an

  • 13

    abstract concept which can be applied at all levels of analysis

    (see Ackoff & Emery, 1972, for a level-independent systematic

    development of a conceptual and terminological system). Underlying

    the different levels of analysis and corresponding scientific

    disciplines is the assumption that each structural level of social

    reality requires its own level of description.

    Terms and constructs at different levels of analysis.

    The same terms are used to refer to cognitive phenomena at

    different levels of analysis. Examples are beliefs, schemas,

    information processing rules, memory, learning, and cognitive

    complexity. In our view, the cognitive paradigm requires at the

    same time a certain uniformity in terminology across levels of

    analysis, and a diversity. The convergence of cognitive psychology

    and artificial intelligence illustrates the benefits of a common

    terminology that reflect abstract essential properties of

    cognitive phenomena.

    Differences between constructs at different levels arise from two

    sources: different measurement procedures and different

    nomological relations. The measurement procedures used influence

    the meaning of a scientific concept. For example, the measurement

    tasks through which properties of individual memory are tested is

    very different from the way properties of organizational memory

    might be tested. A construct is also defined through the network

    of nomological relationships; if levels are independent, then

    isomorphism of relationships across levels should be the

    exception. Rousseau (1985) discusses the differences between

  • 14

    individual and group learning in this regard.

    Measurement and levels of analysis.

    Most empirical studies of cognition at levels above the individual

    level are based on measurement below that level of analysis.

    Examples at the group level are Schroder et.al.(1967) and Bougon

    et al.(1977). In these studies, information concerning individual

    group members is combined and the result interpreted as a group

    property. Hall's (1984) study uses departmental cause maps to

    reconstruct organizational cognitions. Few studies have measured

    organizational cognition directly at the organizational level.

    Examples are Bettman and Weitz (1983) who used annual reports, and

    Bartunek (1984) who based her study on official company documents.

    The use of lower-level information to create higher-level measures

    is questionable, because it raises ambiguity about whether one is

    truly measuring higher-level phenomena. Rousseau (1985) recommends

    that focal-level variables should be preferred to aggregated

    variables.

    Direct vs inferred measurement of cognition.

    The major difference in measurement methods is between those which

    directly question subjects about their cognitions and those which

    are based on inferences. Examples of studies using direct

    measurement are Bougon et al. (1977), Ford & Hegarty (1984),

    Isenberg (1986) and Salancik & Porac (1986). Other studies infer

    cognition from observed behavior (Bowman, 1963; Hammond, Stewart,

    Behmer, & Steinmann, 1975). However, Blake, Hammond, & Meyer

    (1973) have compared self-reports of judgment policies with the

  • 1 5

    policies inferred from subjects' behavior and found substantial

    divergence.

    The researchers using direct measurement tend to interpret their

    results as reflecting the subjects' true cognitions. This

    interpretation is likely to be invalid for a number of reasons.

    First, subjects often lack awareness of the knowledge that

    underlies their own behavior. Self-reports are more likely to

    produce "espoused theories" than "theories-in-use" (Argyris &

    Schon, 1978). Second, subjects may not possess any precomputed

    cognitive structures but construct ad hoc representations

    (Kahneman & Miller, 1986). Third, even if they possess such

    precomputed structures, these may not be accurately retrieved

    because of availability and other heuristics (Tversky & Kahneman,

    1974). Fourth, subjects may not be willing to disclose their true

    thoughts for reasons related to self-justification and impression

    management (Chatman, Bell, & Staw, 1986; Tetlock, 1985).

    There exists little empirical evidence assessing the reliability

    and validity of direct measures (see Bougon, 1986, for an

    exception). The automatic identification of the measures with the

    constructs ("definitional operationism") leads to an atheoretical,

    reifying view of cognition. In the inferential approach, the

    measurement methods are seen as providing fallible data, the

    interpretation of which requires a nomological network. Studies

    which infer cognition from behavior also avoid the criticism that

    cognition is irrelevant for behavior. The major risk in an

    inferential approach is that alternative constructions of

  • 16

    cognition might explain the data just as well if not better. But

    this risk is inherent in science. Schein's (1985) inferential,

    iterative method for measuring culture in organizations may

    provide a useful approach to studying cognition.

    Research direction: Linking levels

    In our view, studies of individual cognition have organizational

    relevance only in the context of research involving several levels

    of analysis. Individuals do not necessarily share or have similar

    maps for group or organizational behavior to occur (Weick, 1979b;

    Donnellon, Gray, & Bougon, 1986; Finney & Mitroff, 1986). The

    social judgment paradigm also offers evidence for this as Brehmer

    (1976) reported differences between overt (group shared) vs.

    covert (individually held) judgment policies, a widely replicated

    finding.

    One research direction relates group or organization-level

    variables to individual cognition (Calder & Schurr, 1981).

    Examples of relevant questions are: how do organizations influence

    the development of individual schemas (March & Simon, 1958)? How

    do organizations guide the acquisition of individual expertise in

    different organization-relevant domains (Dearborn & Simon, 1958)?

    How do organizations influence the instantiation of schemas that

    guide both private thought and public expressions (Chatman et al.,

    1986; Tetlock, 1985).

    A second research direction concerns the effect of individual

    cognitive processes on cognitive processes at higher levels of

  • 17

    analysis. Most commonly this involves looking at the influence of

    the CEO or founder on organizational culture or strategy (Kets de

    Vries & Miller, 1984; Gupta, 1984; Schein, 1985; Siehl, 1985;

    Hambrick & Mason, 1984). Another common example is the discussion

    of the dominant coalition (group), i.e. "dominant logic", on

    strategic behaviors (organization level) (Prahalad & Bettis,

    1986). The research reported by Schroder et al.(1967) is an

    example where characteristics of individual cognitive functioning

    (e.g. integrative complexity) were related to group phenomena.

    Brehmer's (1976) research demonstrates the degree of agreement

    individual vs. group level maps.

    A third avenue for research are the reciprocal interactions of

    cognition at several levels of analysis. These interactions are

    probably most easily observable during periods of change and

    paradigmatic shifts in groups and organizations. For example, Staw

    et al.(1981) discussion of the effects of threat on information

    processing at several levels within the organization illustrates

    the logic of this type of research. However, research has to go

    beyond descriptions and demonstrate how the phenomena at the

    different levels is mutually influencing.

    CONCLUSIONS

    Providing a framework to classify cognitive phenomenon discussed

    in the organizational literature clarifies important issues that

    need to be addressed in the field. First it demonstrates that

    organizational analysts have been playing it too safe. We have

    borrowed from individual psychology because it has been "tried and

    tested". We have avoided anticipated accusations by reviewers of

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    anthropomorphism and reification by adding facile disclaimers such

    as "Of course organizations don't think, only individuals do".

    Rather than sins of commission we choose sins of omission. We

    avoid guilt by avoiding dealing with cognition at the organization

    level of analysis. This creates inconsistency in our theoretical

    arguments as well as when we move towards measurement.

    It's time to become legitimate and to confront cheap criticism by

    reviewers who use anthropomorphism and reification as easy outs.

    Our own responsibility, however, is to carefully develop theory

    and measurement. This means establishing conceptual equivalence

    between levels of analysis, developing models for understanding

    the interrelationship of levels of analysis, and developing the

    measurement capability at the focal level of analysis.

    The cognitive approach to organizational analysis holds much

    promise, but a substantial reorientation of effort is needed to

    fulfill it. The redirection involves: 1. A concentration on what

    is organizational about individual cognition. 2. The study of

    cognition at group and organizational levels. 3. Developing models

    linking levels to demonstrate the interaction across levels.

    Success in all of these directions requires greater efforts at

    conceptualizing cognitions in an organizational context, and the

    development of reliable and valid measurement instruments.

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    Table 1

    A Framework for Classifying Organizational Cognition

    INDIVIDUAL

    STRUCTURE

    beliefs (Sproull & Sproull, 1981)cognitive maps

    (Bougon et al., 1977;Weick & Bougon, 1986;Ford & Hegarty, 1984)

    cause maps (Hall, 1984)schema(ta)

    (Weick, 1979a;Walsh, 1984; Schwenk, 1985)

    scripts (Gioia & Poole, 1984)implicit theories

    (Walton, 1986; Brief & Downey, 1983)knowledge systems (Shrivastava, 1984)distilled ideologies (Salancik & Porac, 1986)taxonomic structures (Porac & Thomas, 1987)

    PROCESSES

    assiliation/accomodation (Gioia, 1986)attribution (Kiesler & Sproull, 1982;

    Huff & Schwenk, 1985)

    Biases (Tversky & Kahnemen, 1974;Hogarth & Makridakis, 1981)

    limited capacity (Miller, 1978;Broadbent, 1958)

    simplification (Schwenck, 1984)justification,retrospective rationalization (Staw, 1981)escalation

    (Staw, 1981; Schwenck, 1986; Whyte, 1986)

    STYLES

    Myers-Briggs (1962)field independence (Gul, 1983)category width (Gul, 1985)locus of control (Miller et al, 1982)tolerance of ambiguity (Gupta, 1984)cognitive complexity; multidimensional thinking

    (Streufert & Driver, 1969; Isenberg, 1986;Schroder et al., 1967)

    managerial frames of reference(Mitroff & Shrivastava, 1983)

    GROUP

    STRUCTURES

  • 20

    basic assumptions (Sion, 1961)metaphors (Sapienza, 1985)ideologies (Dunbar et al.,1982)negotiated beliefs(Walsh & Fahey, 1984;

    Walsh et al;, 1986)coincident meaning (Gricar et al., 1984)PROCESSES

    groupthink (Janis, 1972)strategic assumption analysis

    (Mitroff et al., 1979)

    STYLES

    integrative capacity (Driver & Streufert, 1966)functional domain (Dearborn & Simon, 1958)

    ORGANIZATION

    STRUCTURES

    bodies of thought (Weick, 1979a)cognitive systems (Weick, 1979b;

    Daft & Lengl, 1986)cognitive maps (Weick, 1979b;

    Bougon et al., 1977)cause maps (Hall, 1984)influence diagrams (Roos & Hall, 1980;

    Diffenbach,1982)interpretive systems (Daft and Weick, 1984)ideologies (Beyer, 1981)mind (Sandelands & Stablein, 1986)ruling myths (Starbuck, 1982)myths (Boje et al., 1978)symbols (Bougon et al., 1985)beliefs (Sproull & Sproull, 1981)basic assumptions (Schein, 1985;

    Schneider & Shrivastava,forthcoming)decision-rules (Cyert and March, 1963)

    PROCESSES

    search-selection-retention (Weick, 1979b)input-throughput-output (Katz & Kahn, 1966)information processing systems

    (Galbraith, 1974; Miller, 1978)multinationals as examples

    (Egeihoff, 1981; Keegan, 1972)sensemaking (Weick, 1979b)threat rigidity cycles (Staw et al., 1981)sets of thinking practices (Weick, 1979a)attribution (Bettman & Weitz, 1983)learning (Hedberg, 1981; Duncan & Weiss, 1986;

  • 21

    Fiol & Lyles, 1985; Shrivastava, 1983))

    STYLESframes of reference (Shrivastava & Schneider, 1984)comprehensiveness (Frederickson, 1984)characteristic ways of

    perceiving and believing (Schein, 1985)

  • 2.2

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  • Table 1

    A Framework for Classifying Organizational Cognition

    STRUCTURE PROCESSES ___ ___STYLES

    beliefs (Sproull 6 Sproull, 1981) assiliation/accomodation (Gioia, 1986)cognitive maps(Bougon et al., 1977; 977;

    ;Weick 6 Bougon, 1986;

    attribution (Kiesler 6 Sproull, 1982;Huff & Schwenk, 1985)

    Myers-Briggs (1962)field independence (Gui, 1983 )category width (Gul, 1985)

    Ford 6 Hegarty, 1984) Biases (Tversky 6 Kahnemen, 1974; locus of control (Miller et al, 1902)cause maps (Hall, 1984) Hogarth 6 Makridakis, 1981) tolerance of ambiguity (Gupta, 1984)INDIVIDUAL schemata(Weick 1979a;,Walsh, 1984; Schwenk, 1985)

    limited capacity (Miller, 1978;,nBroadbent, 1958)8 )

    simplification (Schwenck, 1984)

    cognitive complexity; multidimensional thinkin g.(Streufert 6 Driver, 1969; Isenberg, 1986:Schroder et al., 1967)scripts (Gioia 6 Poole, 1984)implicit theories

    (Walton, 1986; Brief 6 Downey, 1983)knowledge systems (Shrivastava, 1984)distilled ideologies (Salancik s Porac, 1986)taxonomic structures (Porac 6 Thomas, 1987)

    justification,retrospective rationalization (Staw, 1981)escalation

    (stew, 1981; Schwenck, 1986; Whyte, 1986)

    managerial frames of reference(Mitroff 6 Shrivastava, 1983)

    GROUP

    (Janis, 1972)

    rZ1lysis

    (sTiggirclk offe=(Mitroff et a , 1979 )

    integrative capacity (Driver & Streufert, 1966)functional domain (Dearborn 6 Simon, 1958)

    sbasicci a s s umpt i o sn ( B i on 1961me

    )metaphors (Sapienza, 1985)ideologies (Dunbar et a1.,1982)negotiated beliefs(Walsh 6 Fahey, 1984;

    Walsh et al;, 1986)coincident meaning (Gricar et al., 1984)

    search-selection-retention (Weick, 19796)inpu t-throughput-output (Katz & Kahn, 1966)

    frames of reference (Shrivastava & Schneider, 19comprehensiveness (Frederickson, 1984)

    bodif thought (Weick, 1979a)se ,ocognitive systems (Weick, 1979b;

    Daft 6 Lengl, 1986) information processing systems characteristic ways ofcognitive maps (Weick, 1979b;

    al.,. 7Bou ngo ete al 197 ))c a u mapses ( Ha l ,l 1 98 4

    influence diagrams (Roos 6 Hall, 1980;Diffenbach,1982)

    interpretive systems (Daft and Weick, 1984)

    (Galbraith, 1974; Miller, 1978)multinationals as examples

    (Egelhoff, 1981; Keegan, 1972)sensemaking (Weick, 19796)threat rigidity cycles (Staw et al., 1981)sets of thinking practices (Weick, 1979a)

    perceiving and believing (Schein, 1985)

    )RGANIZATION ideologies (Beyer, 1981)m nd e l a 6snd S t abl e i ,n 1 98 6mindi ( Sa )ruling myths (Starbuck, 1982)myths (Boje et al., 1978)symbols (Bougon et al., 1985)beliefs (Sproull 6 Sproull, 1981)basic assumptions (Schein, 1985;

    attribution (Bettman & Weitz, 1983)learning (Hedberg, 1981; Duncan & Weiss, 1986;

    Fiol 6 Lyles, 1985; Shrivastava, 1983)

    Schneider 6 Shrivastava,forthcoming)decision-rules (Cyert and March, 1963)

  • INSEAD WORKING PAPERS SERIES

    "The R L D/Production interface".

    "Subjective estimation in integratingcommunication budget and allocationdecisions: a case study", January 1986.

    "Sponsorship and the diffusion oforganizational innovation: a preliminary viev".

    "Confidence intervals: an empiricalinvestigation for the series in the N-Competition" .

    "A note on the reduction of the workweek",July 1985.

    "The real exchange rate and the fiscalaspects of • natural resource discovery",Revised version: February 1986.

    "Judgmental biases in sales forecasting",February 1986.

    "Forecasting political risks forinternational operations", Second Draft:March 3, 1986.

    "From "Lydiametry" to "Pinkhamization":misspecifying advertising dynamics rarelyaffects profitability".

    "The economics of retail firms", RevisedApril 1986.

    "Spatial competition i la Cournot".

    *Comparaison internationals des merges brutesdu commerce", June 1985.

    'Les prices des offres publiques, la note&information et le march* den transferta decontriSle des sociétes".

    "Strategic capability transfer in acquisitionintegration", May 1986.

    "Towards an operational definition ofservices", 1986.

    "Nostradamus: a knowledge-based forecastingadvisor".

    "The pricing of equity on the London stockexchange: seasonality and size preaiumm,June 1986.

    *Risk-premia seasonality in U.S. and Europeanequity markets", February 1986.

    "Seasonality in the risk-return relationshipssome international evidence", July 1986.

    "An exploratory study on the integration ofinformation systems in manufacturing",July 1986.

    "A methodology for specification andaggregation in product concept testing",July 1986.

    "Protection", August 1986.

    "The economic consequences of the FrancPoincare", September 1986.

    "Negative risk-return relationships inbusiness strategy: paradox or truism?",October 1986.

    "Interpreting organizational texts.

    "Why follow the leader?".

    "The succession game: the real story.

    "Flexibility: the next competitive battle",October 1986.

    "Flexibility: the next competitive battle",Revised Version: March 1987

    1986

    86/01 Arnoud DE MEYER

    86/02 Philippe A. NAERTMarcel VEVERBERGHand Guido VERSVIJVEL

    86/03 Michael BAIRN

    86/04 Spyros MAKRIDAKISand Michele HIBON

    86/05 Charles A. VYPLOSZ

    86/06 Francesco GIAVAllI,Jeff R. SHEEN andCharles A. WYPLOSZ

    86/07 Douglas L. MacLACRLANand Spyros MAKRIDAKIS

    86/08 Jose de la TORRE andDavid R. NECKAR

    86/11 Philippe A. NAERTand Alain BULTEZ

    86/12 Roger BETANCOURTand David GAUTSCHI

    86/13 S.P. ANDERSONand Damien J. NEVER

    86/14 Charles VALDMAN

    86/16 B. Espen ECKBO andHervitt M. LANGOHR

    86/17 David B. JEMISON

    86/18 James TEBOULand V. MALLERET

    86/19 Rob R. WEITZ

    86/20 Albert CORHAY,Gabriel HAWAVINIand Pierre A. MICHEL

    86/21 Albert CORHAY,Gabriel A. HAVAVINIand Pierre A. MICHEL

    86/22 Albert CORHAY,Gabriel A. HAWAWINIand Pierre A. MICHEL

    86/23 Arnoud DE MEYER

    86/24 David GAUTSCHIand Vithala R. RAO

    86/25 H. Peter GRAYand Ingo WALTER

    86/26 Barry EICHENGREENand Charles WYPLOSZ

    86/27 Karel COOLand Ingemar DIERICKX

    86/28 Manfred KETS DEVRIES and Danny MILLER

    86/29 Manfred KETS DE VRIES

    86/30 Manfred KETS DE VRIES

    86/31 Arnoud DE METER

    86/31 Arnoud DE MEYER,Jinichiro NAKANE,Jeffrey G. MILLERand Kasra FERDOVS

    86/09 Philippe C. HASPESLACH "Conceptualizing the strategic process indiversified firms: the role and nature of thecorporate influence process", February 1986.

    86/10 R. MOENART, "Analysing the issues concerningArnoud DE METER, technological de-maturity".J. BARBS andD. DESCHOOLMEESTER.

    86/15 Mihkel TOMBAK andArnoud DE MEYER

    "Rov the managerial attitudes of firms vithVMS differ from other manufacturing firms:survey results". June 1986.

    86/32 Karel COOLand Dan SCHENDEL

    Performance differences among strategic groupmembers", October 1986.

  • 1987

    87/01 Manfred KETS DE VRIES "Prisoners of leadership".

    87/02 Claude VIALLET

    "An empirical investigation of internationalasset pricing", November 1986.

    87/03 David GAUTSCHIand Vithala RAO

    87/04 Sumantra GHOSHAL andChristopher BARTLETT

    87/05 Arnoud DE MEYERand Kasra FERDOVS

    "A methodology for specification andaggregation in product concept testing",Revised Version: January 1987.

    "Organizing for innovations: case of themultinational corporation", February 1987.

    "Managerial focal points in manufacturingstrategy", February 1987.

    87/06 Arun K. JAIN, "Customer loyalty as a construct in theChristian PINSON and marketing of banking services", July 1986.Naresh K. MALHOTRA

    86/33 Ernst BALTENSPERGERand Jean DERMINE

    86/34 Philippe HASPESLAGHand David JEMISON

    86/35 Jean DERMINE

    86/36 Albert CORHAY andGabriel HAWAVINI

    86/37 David GAUTSCHI andRoger BETANCOURT

    86/38 Gabriel HAVAWINI

    86/39 Gabriel HAVAWINIPierre MICHELand Albert CORHAY

    86/40 Charles WYPLOSZ

    86/41 Kasra FERDOWSand Wickham SKINNER

    86/42 Kasra FERDOWSand Per LINDBERG

    86/43 Damien NEVEN

    86/44 Ingemar DIERICKXCarmen NAMESand Damien NEVEN

    "The role of public policy in insuringfinancial stability: a cross-country,comparative perspective", August 1986, RevisedNovember 1986.

    "Acquisitions: myths and reality",July 1986.

    "Measuring the market value of a bank, aprimer", November 1986.

    "Seasonality in the risk-return relationship:some international evidence", July 1986.

    "The evolution of retailing: a suggestedeconomic interpretation".

    "Financial innovation and recent developmentsin the French capital markets", Updated:September 1986.

    "The pricing of common stocks on the Brusselsstock exchange: a re-examination of theevidence", November 1986.

    "Capital flows liberalization and the EMS, aFrench perspective", December 1986.

    "Manufacturing in a new perspective",July 1986.

    "FMS as indicator of manufacturing strategy",December 1986.

    "On the existence of equilibrium in hotelling'smodel", November 1986.

    "Value added tax and competition",December 1986.

    87/07 Rolf BANZ andGabriel HAVAWINI

    87/08 Manfred KETS DE VRIES

    87/09 Lister VICKERY,Mark PILKINGTONand Paul READ

    87/10 Andre LAURENT

    87/11 Robert FILDES andSpyros MAKRIDAKIS

    87/12 Fernando BARTOLOMEand Andre LAURENT

    87/13 Sumantra GHOSHALand Nitin NOHRIA

    87/14 Landis GABEL

    87/15 Spyros MAKRIDAKIS

    87/16 Susan SCHNEIDERand Roger DUNBAR

    87/17 Andre LAURENT andFernando BARTOLOME

    87/18 Reinhard ANGELMAR andChristoph LIEBSCHER

    87/19 David BEGG andCharles WYPLOSZ

    87/20 Spyros MAKRIDAKIS

    87/21 Susan SCHNEIDER

    87/22 Susan SCHNEIDER

    87/23 Roger BETANCOURTDavid GAUTSCHI

    "Equity pricing and stock market anomalies",February 1987.

    "Leaders who can't manage", February 1987.

    "Entrepreneurial activities of European MBAs",March 1987.

    "A cultural view of organizational change",March 1987

    "Forecasting and loss functions", March 1987.

    "The Janus Head: learning from the superiorand subordinate faces of the manager's job",April 1987.

    "Multinational corporations as differentiatednetworks", April 1987.

    "Product Standards and Competitive Strategy: AnAnalysis of the Principles", May 1987.

    "METAPORECASTING: Valet of improvingForecasting. Accuracy and Usefulness",May 1987.

    "Takeover attempts: what does the language tellus?, June 1987.

    "Managers' cognitive maps for upward anddownward relationships", June 1987.

    "Patents and the European biotechnology lag: astudy of large European pharmaceutical firms",June 1987.

    "Vhy the EMS? Dynamic games and the equilibriumpolicy regime, May 1987.

    "A nev approach to statistical forecasting",June 1987.

    "Strategy formulation: the impact of nationalculture", Revised: July 1987.

    "Conflicting ideologies: structural andmotivational consequences", August 1987.

    "The demand for retail products and thehousehold production model: nev views oncomplementarity and substitutability".

  • 87/24 C.B. DERR andandr6 LAURENT

    87/25 A. K. JAIN,N. K. MALHOTRA andChristian PINSON

    87/26 Roger BETANCOURTand David CAUTSCHI

    87/27 Michael BURDA

    87/28 Gabriel HAVAVINI

    87/29 Susan SCHNEIDER andPaul SHRIVASTAVA

    87/30 Jonathan HAMILTONW. Bentley MACLEODand J. F. THISSE

    87/31 Martine QUINZII andJ. P. THISSE

    87/32 Arnoud DE MEYER

    87/33 Yves DOZ andAmy SHUEN

    87/34 Kasra FERDOWS andArnoud DE MEYER

    87/35 P. J. LEDERER andJ. F. THISSE

    87/36 Manfred KETS DE VRIES

    87/37 Landis GABEL

    87/38 Susan SCHNEIDER

    87/39 Manfred KETS DE VRIES1987

    87/40 Carmen MATUTES andPierre REGIBEAU

    "The internal and external careers: atheoretical and cross-cultural perspective",Spring 1987.

    "The robustness of MDS configurations in theface of incomplete data", March 1987, Revised:July 1987.

    "Demand complementarities, household productionand retail assortments", July 1987.

    "Is there a capital shortage in Europe?",August 1987.

    "Controlling the interest-rate risk of bonds:an introduction to duration analysis andimmunization strategies", September 1987.

    "Interpreting strategic behavior: basicassumptions themes in organizations", September1987

    "Spatial competition and the Core", August1987.

    "On the optimality of central places",September 1987.

    "German, French and British manufacturingstrategies less different than one thinks",September 1987.

    "A process framework for analyzing cooperationbetween firms", September 1987.

    "European manufacturers: the dangers ofcomplacency. Insights from the 1987 Europeanmanufacturing futures survey, October 1987.

    "Competitive location on netvorks underdiscriminatory pricing", September 1987.

    "Prisoners of leadership", Revised versionOctober 1987.

    "Privatization: its motives and likelyconsequences", October 1987.

    "Strategy formulation: the impact of nationalculture", October 1987.

    "The dark side of CEO succession", November

    "Product compatibility and the scope of entry",November 1987

    87/41 Cavriel HAVAVINI andClaude VIALLET

    87/42 Damien NEVEN and

    Jacques-F. THISSE

    87/43 Jean GABSEEVICZ andJacques-F. THISSE

    87/44 Jonathan HAMILTON,Jacques-F. THISSEand Anita VESKAMP

    87/45 Karel COOL,David JEMISON andIngemar DIERICKX

    87/46 Ingemar DIERICKXand Karel COOL

    1988

    88/01 Michael LAWRENCE andSpyros MAKRIDAKIS

    88/02 Spyros MAKRIDAKIS

    88/03 James TEBOUL

    88/04 Susan SCHNEIDER

    88/05 Charles WYPLOSZ

    88/06 Reinhard ANGELMAR

    88/07 Ingemar DIERICKXand Karel COOL

    88/08 Reinhard ANGELMARand Susan SCHNEIDER

    88/09 Bernard SINCLAIR-DESGAGN4

    88/10 Bernard SINCLAIR-DESGAGNe

    88/11 Bernard SINCLAIR-DESGAGNV

    "Seasonality, size premium and the relationshipbetween the risk and the return of Frenchcommon stocks", November 1987

    "Combining horizontal and verticaldifferentiation: the principle of max-mindifferentiation", December 1987

    "Location", December 1987

    "Spatial discrimination: Bertrand vs. Cournotin a model of location choice", December 1987

    "Business strategy, market structure and risk-return relationships: a causal interpretation",December 1987.

    "Asset stock accumulation and sustainabilityof competitive advantage", December 1987.

    "Factors affecting Judgemental forecasts andconfidence intervals", January 1988.

    "Predicting recessions and other turningpoints", January 1988.

    "De-industrialize service for quality", January1988.

    "National vs. corporate culture: implicationsfor human resource management", January 1988.

    "The svinging dollar: is Europe out of step?",January 1988.

    "Les conflits dans les canaux de distribution",January 1988.

    "Competitive advantage: a resource basedperspective", January 1988.

    "Issues in the study of organizationalcognition", February 1988.

    "Price formation and product design throughbidding", February 1988.

    "The robustness of some standard auction gameforms", February 1988.

    "When stationary strategies are equilibriumbidding strategy: The single-crossingproperty", February 1988.

  • 88/12 Spyros MAKRIDAKIS

    88/13 Manfred KETS DE VRIES

    88/14 Alain NOEL

    88/15 Anil DEOLALIKAR andLars-Hendrik ROLLER

    88/16 Gabriel HAWAWINI

    88/17 Michael BURDA

    88/18 Michael BURDA

    88/19 M.J. LAWRENCE andSpyros MAKRIDAKIS

    88/20 Jean DERMINE,Damien NEVEN andJ.F. THISSE

    88/21 James TEBOUL

    88/22 Lars-Hendrik ROLLER

    88/23 Sjur Didrik FLAMand Georges ZACCOUR

    88/24 B. Espen ECKBO andHervig LANGOHR

    88/25 Everette S. GARDNERand Spyros MAKRIDAKIS

    88/26 Sjur Didrik FLAMand Georges ZACCOUR

    88/27 Murugappa KRISHNANLars-Hendrik ROLLER

    "Business firms and managers in the 21stcentury", February 1988

    "Alexithyaia in organizational life: theorganization man revisited", February 1988.

    "The interpretation of strategies: a study ofthe impact of CEOs on the corporation",March 1988.

    "The production of and returns from industrialinnovation: an econometric analysis for adeveloping country", December 1987.

    "Market efficiency and equity pricing:international evidence and implications forglobal investing", March 1988.

    "Monopolistic competition, costs of adjustmentand the behavior of European employment",September 1987.

    "Reflections on "Wait Unemployment" inEurope", November 1987, revised February 1988.

    "Individual bias in judgements of confidence",March 1988.

    "Portfolio selection by mutual funds, anequilibrium model", March 1988.

    "De-industrialize service for quality",March 1988 (88/03 Revised).

    "Proper Quadratic Functions with an Applicationto AT&T", May 1987 (Revised March 1988).

    "Equilibres de Nash-Cournot dans le marchAeuropeen du gaz: un cas oii les solutions enboucle ouverte et en feedback coincident",Mars 1988

    "Information disclosure, means of payment, andtakeover premia. Public and Private tenderoffers in France", July 1985, Sixth revision,April 1988.

    "The future of forecasting", April 1988.

    "Semi-competitive Cournot equilibrium inmultistage oligopolies", April 1988.

    "Entry game with resalable capacity",April 1988.

    88/29 Naresh K. MALHOTRA,Christian PINSON andArun K. JAIN

    88/30 Catherine C. ECKELand Theo VERMAELEN

    88/31 Sumantra GHOSHAL andChristopher BARTLETT

    88/32 Kasra FERDOWS andDavid SACKRIDER

    88/33 Mihkel M. TOMBAK

    88/34 Mihkel M. TOMBAK

    88/35 Mihkel M. TOMBAK

    88/36 Vikas TIBREWALA andBruce BUCHANAN

    88/37 Murugappa KRISHNANLars-Hendrik ROLLER

    88/38 Manfred KETS DE VRIES

    88/39 Manfred KETS DE FRIES

    88/40 Josef LAKONISHOK andTheo VERMAELEN

    88/41 Charles WYPLOSZ

    88/42 Paul EVANS

    88/43 B. SINCLAIR-DESCACNE

    88/44 Essam MAHMOUD andSpyros MAKRIDAKIS

    88/45 Robert KORAJCZYKand Claude VIALLET

    88/46 Yves DOZ andAmy SHUEN

    "Consumer cognitive complexity and thedimensionality of multidimensional scalingconfigurations", May 1988.

    "The financial fallout from Chernobyl: riskperceptions and regulatory response", May 1988.

    "Creation, adoption, and diffusion ofinnovations by subsidiaries of multinationalcorporations", June 1988.

    "International manufacturing: positioningplants for success", June 1988.

    "The importance of flexibility inmanufacturing", June 1988.

    "Flexibility: an important dimension inmanufacturing", June 1988.

    "A strategic analysis of investment in flexiblemanufacturing systems", July 1988.

    "A Predictive Test of the NBD Model thatControls for Non-stationarity", June 1988.

    "Regulating Price-Liability Competition ToImprove Welfare", July 1988.

    "The Motivating Role of Envy : A ForgottenFactor in Management, April 88.

    "The Leader as Mirror : Clinical Reflections",July 1988.

    "Anomalous price behavior around repurchasetender offers", August 1988.

    "Assymetry in the EMS: intentional orsystemic?", August 1988.

    "Organizational development in thetransnational enterprise", June 1988.

    "Group decision support systems implementBayesian rationality", September 1988.

    "The state of the art and future directionsin combining forecasts", September 1988.

    "An empirical investigation of internationalasset pricing", November 1986, revised August1988.

    "Prom intent to outcome: a process framevorkfor partnerships", August 1988.

    88/28 Sumantra CHOSHAL and "The multinational corporation as a network:C. A. BARTLETT perspectives from interorganizational theory",

    May 1988.

  • 88/47 Alain BULTEZ,Els CIJSBRECHTS,Philippe NAERT andPiet VANDEN ABEELE

    88/48 Michael BURDA

    88/49 Nathalie DIERKENS

    88/50 Rob WEITZ andArnoud DE MEYER

    "Asymmetric cannibalism between substituteitems listed by retailers", September 1988.

    "Reflections on 'Vait unemployment' inEurope, II", April 1988 revised September 1988.

    "Information asymmetry and equity issues",September 1988.

    "Managing expert systems: from inceptionthrough updating", October 1987.

    88/51 Rob WEITZ "Technology, work, and the organization: theimpact of expert systems", July 1988.

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