Showing posts with label knowledge-management. Show all posts
Showing posts with label knowledge-management. Show all posts

Dec 19, 2008

The value of a rose... rising above objectivism and subjectivism

A week ago, I wrote a post about an interesting article by Ard Huizing, concerning objectivism in information management. The paper I discuss below is the follow-up of that paper, and treats subjectivism in relation to objectivism. The former paper clearly describes the merits and deficits of an objectivist approach toward information management, using the neoclassical supply/demand model. Objective knowledge or truth does not exist, hence, we turn to the subjectivists: knowledge is sense-making, and is contextual.

We are taught often not to deal with subjectivist ideas, we still want to measure everything, define everything, monetize, calculate, etc... in order to grasp the complexities of organizations and the world. But we cannot always do that, and sometimes is not even wise to do that, because it only shows a very limited view of the world, which shows itself differently to each individual. Subjectivist learning and information "management" theories come in handy then, but that is just the other side of the same coin. The conclusion, therefore, is of course that both approaches are needed in information management and learning..

Defining subjectivism

The funny thing about objectivist theories is that itself can be defined more objectively, and subjetivist theories allow for more interpretation. Objectivism is a not so ambiguous, it seems that there is some consensus about its definition, or truth, regardless of the context. Subjectivism then, still is a bit vague to me, its just that it seems more like an intuition or feeling rather than a clearly demarcated theory. Which is not good or bad, I think both approaches are needed to deal with the world.

If objectivist criticize subjectivism because of lack of definition, is that very understandable: objectivist try to capture knowledge in preferrably one definite set of words or figures (for instance the metal "Copper"; (Symbol Cu) A ductile, malleable, reddish-brown metallic element that is an excellent conductor of heat and electricity and is widely used for electrical wiring, water piping, and corrosion-resistant parts, either pure or in alloys such as brass and bronze. Atomic number 29; atomic weight 63.54; melting point 1,083°C; boiling point 2,595°C; specific gravity 8.96; valence 1, 2.).

Subjectivism allows different interpretations (by definition?), depending on context and person, which means that if subjectivism allows defining itself, it does not exist. Funny eh: if you can define it, it does not exist... Lots of things come to mind now, such as the Einsteins relativity theory, which showed a century ago that even in pure science, the quality or state of a particle is relative to the state of another, meaning that space (length, width, height) and time cannot be seen independently. Another way of saying it is by example: "if you were to travel back and forth in space for 20 yrs at 0.9990c and came back to the earth, the earth would have aged 448 yrs…".

Especially relative aspects are very hard to determine and deal with, so our preference for dealing with society without taking these into account, is understandable. Still.. lest we forget that it is not the whole picture, not at all..

Quotes from the text

Below some quotes will follow I picked from the text;

Hence, there is no other way than to combine objectivism and subjectivism into a comprehensive, integrative approach to information management.

Codification can be helpful in ‘transferring’ knowledge, but people still impute their meanings on information. Searching for universal laws, objectivism cannot deal with human sense making, the possibility of interpretation differences among people, and context as the interpretative lens through which experiences are read. Subjectivism is built upon these notions.

I use subjectivism as an umbrella term for all of those schools of thought and theories that depart from the idea that for knowledge development, we should focus on human beings and see them as acting on the world through sense making, and in that way modifying the context they live in.

There is, however, a growing awareness that information and knowledge are social phenomena rather than economic objects.

As a philosophical tradition opposing objectivism, subjectivism stands for “supplying an alternative account in which human experience and understanding instead of objective truth” occupies central stage (Lakoff & Johnson, 1980: x)... Whereas objectivism is directed towards the external aspects of understanding, its internal aspects are the primary domain of subjectivism.

What motivates subjectivism is the awareness that understanding, truth, and meaning are relative to the cultural and physical context people live in as well as to their mental frameworks of how the world functions (Putnam, 1983).

The meaning the Papuas have given to cricket is neither objective nor personal, but intersubjective. They have jointly made sense of the foreign game, which is now common knowledge. In their context, in their social practice, this common knowledge is true. The Papua example furthermore illustrates that truth and true knowledge are always dependent on how people experientially understand their worlds, which is dependent on what people find meaningful and significant to their lives. In turn, what people find important is not solely reliant on their rational objectivist knowledge, but also on their imagination, intuitions, emotions, values, beliefs, experiences and ambitions.

The fundamental concern of subjectivism is to restore ‘the balance’ between the world of objects and subjects. We are part of the environment and as such, we change it and are changed by it.

Hence, in subjectivism, understanding, truth and meaning come from ongoing interaction with the physical environment and with other people. When developing knowledge relevant to practice, we should not focus so much on the inherent properties of objects, but rather on their interactional features (Lakoff & Johnson, 1980). Interactional properties are the intersubjective meanings given to objects that arise out people making sense of their world in situated processes of human communication and negotiation, reflecting what they believe is important to their private and organizational lives.

Objectivist knowledge represents a rose by its inherent properties, the characteristics of a rose that are independent of any human observer, such as thorns. However, nobody gives roses to a loved one because they have thorns, but because they are mutually understood as tokens of love. When both giver and receiver attach that symbolic meaning to roses, the message comes across. Objectivists are right when they claim that objects exist in an objective reality independently of human will and thought. However, we do not construct objects themselves - a rose is still a rose -, but our interactions with them (Tsoukas, 2005). Understanding, truth and meaning are therefore neither fixed nor entirely residing in objects, waiting to be ‘conveyed’ and ‘extracted’, but are dynamically and socially negotiated and constructed. Being a symbol of love is not an inherent property of roses, but an interactional property that has emerged from people’s imagination. We learn to understand such meanings by engagingly interacting with the world. We learn by doing.

Every organization or information system constrains and enables the behavior of its members and is, simultaneously, continually recreated and reshaped in and through the actions of its members. In short, the object and the subject co-constitute each other; they make each other possible.

Objects become “affiliated objects” (Suchman, 2005), when they, for instance, help people build cohesiveness as a group and help create, sustain and value identity; when they stir people’s imagination, creativity and, thus, enthusiasm; when they allow people to intersubjectively learn and develop situated knowledge by telling each other stories about their experiences; when they enable people to enact a part of the world, much in the same way as the Papuas have appropriated the cricket game.

The notion of sociality is helpful in explaining why they choose to do so and why some objects are more attractive than others.

Subjectivist information management means understanding social practices and object-centered sociality. Creating an information management identity upon such understandings requires more than knowing objects’ inherent properties, as objectivists tell us. Apart from, for instance, knowing what the inherent possibilities and impossibilities of technologies are - what technologies in and of themselves can and cannot do – information managers should be aware of their interactional features to learn how the intersubjective meanings people attach to objects determine why, how and to what degree these objects are actually used.

Reflecting the ambition to theorize on dynamic individual and social processes, subjectivists prefer verbs, not nouns. They favor words such as understanding, sense making, informing, knowing and learning.

In objectivism, communication consists of singular information exchanges between people maintaining anonymous relationships. Human interaction and communication are stripped down to what is considered its essence – the transaction of disembodied objects. In this ‘informational’ approach to communication, discrete objects are transferred from an active sender to a passive receiver, the conduit metaphor that is relevant only when the meaning of the words exchanged is fixed and not amenable to any human interpretation and sense making.

Subjectivists underline that truths, understandings and meanings are anything but fixed in real life, and are instead dependent upon situated processes of human interaction and negotiation. People’s mental frameworks, their unarticulated common knowledge and their context determine what is considered to be true, how they understand their contexts and which meanings are constructed, all co- constitutively related to the larger world.

A subjectivist definition of communication and interaction that takes this possibility explicitly into account is: “a symbolic process whereby reality is produced, maintained, repaired and transformed” (Carey, 1989: 23). Communication and interaction are about generating intersubjective meanings, mutual understandings and non-anonymous, socially binding relationships.

In meaningful communication, people constantly switch between asking and responding, making and giving sense, verbally and non-verbally. In this regard, mediating human communication by ICT or any other artifact disconnects us, feeding the impression that information supply and demand can be divided into divorced domains, and managed separately.

From a supply-side perspective, a newspaper can be called a data, information or knowledge system. Knowledgeable journalists have crafted their articles, so why could not we say a newspaper is a knowledge system? From a demand-side view, such naming does not make any ‘difference’ and, hence, is not informative. The newspaper is still a newspaper and whether or not it ‘makes a difference’ can be left only to the discretion of the reader. Hence, it is impossible to predefine what the right information for the right person is and at what time and in which format that should be delivered, as is assumed in the objectivist definition of information management. We can provide people with “structured data” (Boland, 1987); what they do with it can only be partly suggested by others. For the same reason, what information economists call information – everything that can be digitized (Shapiro and Varian, 1999) - subjectivists would describe as data.

Another difference between objectivism and subjectivism relates to the economic theory of uncertainty. In more recent developments in economics, information – data really – is defined as reduction in uncertainty (Babe, 1994). Here, information is attributed the role of increasing rationality in human decision making. If all information would be available, there would be no uncertainty anymore. However, people are usually not capable of processing all information required for rational decision making and are therefore boundedly rational at best (Simon, 1976). Furthermore, people are inclined to use information opportunistically (Williamson, 1975); they appropriate information in ways that suit their social practices (Putnam, 1983); they always ask for more information, and then not use it (Feldman & March, 1981); for justification purposes, they gather information after the decision has been made (Weick, 1995); the medium can affect the form and content of a message (Trevino et al., 1990); yes, even how people are dressed can be important to how they use information (Fiske, 1991). Information is a much more complex phenomenon than economists can handle.

Saying that truth, understanding and meaning are intersubjectively constructed implies that knowledge not only resides in individual minds, but also in people’s relationships. There is a reality beyond individuality, intersubjectively constructed.

Individual knowledge is inextricably related to the social practices that are created and sustained in communities, networks and organizations. Individual knowledge obtains its significance only by knowing the habits, norms, values and dynamics of the context in which it is situated.

A typical definition of knowledge or knowing that fits these requirements is a “set of distinctive evaluations”, which is “a toolkit of distinctions the […] actors have ready-to-hand to facilitate and shape their rational and agentic practice as they construct and reconstruct their context”.

Communication, interaction, knowing and learning ‘in action’ are the dynamic processes that generate and are generated by the social practices in which they occur.

Objectivists assume that knowledge can be fully captured in objects and that these objects have meaning in themselves.

Technologies do not construct meaning; they distribute data that patiently await human sense making, no more, no less.

In short, information and knowledge are human and social phenomena in subjectivism that cannot be separated from ‘producers’ and ‘consumers’. Nonetheless, economists do have a point when they say that codification and objectification are needed for deriving economic value from information and knowledge.

Organizational implications, 4 implications

Firstly, compared with objectivism, subjectivism moves our attention away from the larger entity to the organization’s social practices and the “individuals-embedded-in-practice” (Tsoukas, 2005). Transcending the divide between objects and subjects, the individual-engaged-in-practice should therefore be our focal point of attention. Information management can help support the communication and interaction processes through which these individuals generate their social practices and, in that way, their organizations and societies.

The second implication of subjectivism for theory and practice is methodological... We have to build our organizing knowledge on what people actually do when they realize social practices, rather than on theories abstracted from practice, such as the perfect market model.. For studying actual information behavior, we need different methodologies from the ones which are applied in objectivist model-theoretic approaches or in top-down organizational policies and strategies that are based on such approaches. Ethnographic and participant observer methodologies are prime candidates.. Virtual ethnography is a recent development...

The third implication of subjectivism for managing and organizing is that focusing on actual information behavior in social practices opens the door to the many other forms of interaction that people increasingly use to shape their information behavior, within or exceeding the boundaries of the organization they work for. Market-like exchange is not denied in subjectivism, but complemented with such other forms of organizing as “intensional networks” (Nardi et al., 2002), “actor-networks” (Latour, 1996), “networks of strong and weak ties” (Granovetter, 1973), and “knots” (Engeström et al., 1999), to mention a few of the headings mentioned in literature. Examples are people flocking around the many social networking tools available such as Del.icio.us. The implication for information management is that new balances have to be found between internal and external information systems in search of enhanced support for the organization’s members.

The last implication of practice-based social theory relates to the sharpest distinction between objectivism and subjectivism: do we see and pursue only one ‘objective truth’ or do we recognize and organize for multiple realities? For information management: do we only offer ‘one size fits all’ solutions or are we (also) much more fine-grained in our support of varying social practices? Organizing for ‘one truth’ goes hand in hand with, for example, the aspiration to apply ICT for standardizing and controlling business processes. The prime motivation is management control. However, as soon as we begin talking about constructing information to make sense, learn and make decisions (Choo, 2006), such standardization and control of meaning and understanding starts chafing. Subjectivists aim to support rather than control multiple realities, appreciating that we all need to construct intersubjective truths in negotiation with the larger structures we live and work in. And that is what subjectivist information management is all about – support.

The following shifts in perspective differentiate objectivism from subjectivism:

  • From transaction to interaction;
  • from inherent properties to interactional properties;
  • from information objects to information as a difference;
  • from information exchange to communication;
  • from knowledge to knowing;
  • from learning as absorption to learning as construction;
  • from the larger entity to social practices;
  • from model-theoretic approaches to practice-based approaches;
  • from the market to all forms of organizing;
  • from one objective truth to multiple realities;
  • from control to support.

Domain, rationale, goal and definition of information management

The domain of subjectivist, practice-based information management, I propose, is sociality-centered-around-informational-objects, whether the objects are databases, documents, intranets, websites, virtual games, archives, libraries, information infrastructures or any other informational object. Its identity is built upon knowledge of the inherent properties of objects – what these objects can and cannot do in and of themselves -, and their interactional properties – the meanings people attach to these objects.

The rationale of subjectivist information management is that we need to understand what it is that people – managers, employees, designers, customers and so on – find meaningful and significant that makes them gather around such objects. Such illuminations are needed for information managers to aspire to the goal of (better) supporting processes of communication, interaction, knowing and learning through which people co-constitutively create their social practices around informational objects by providing them with facilitating technological and non-technological objects and assistance.

Finally, as management always entails exerting directed influence towards chosen goals, information management can be defined as the theory and practice of shaping informational object- centered sociality while directing people’s interactions towards organizational or societal goals.

Information management cannot manage meaning; it can only help people construct intersubjective truth, understanding and meaning in relation to organizational goals, whether they are for example, employees or customers visiting the organization’s website.

For information management to become a discipline dealing with the capacity to combine and compromise objectivism and subjectivism, the dualism between these two philosophical traditions needs to be re- conceptualized into a duality, expressing that both traditions require, enable and enrich each other.

Dec 9, 2008

Future of objectivism...

I was reading an interesting article by Ard Huizing yesterday... some quotes below. Beware, these quotes should not always be considered as opinions of the author (or me), sometimes as observations;

The only real knowledge is considered to be objective, rational knowledge, for which we need science’s drive towards precision and timeless truths. Science allows us to abstract experiential knowledge from practice in such a way that ultimately correct, general and definitive accounts of reality can be given that are objectively, universally and unconditionally true.

The prospect of value realization and economic growth through efficient exchange explains not only the generally strong appeal of transactional thinking to decision makers in both private and public sectors, but also the logic behind bjectification, or codification, as it is called in the knowledge management literature.

The consequence of this prevalent view is that the subjectivists’ perspective of information and knowledge residing in human minds and relationships that cannot be disembodied into distinct objects is ignored in economics. What cannot be quantified is consistently assumed away.

The logic behind objectification furthermore drives attention towards exploiting what we have or know rather than towards exploring what we do not have or understand.

By its very nature, ICT aids in enhancing the availability and accessibility of information and knowledge and contributes little towards making sense of the messages conveyed.

Consequently, economic reasoning stimulates information management to choose the supply and exchange of information as its domain of expertise and the promotion of this exchange by helping to remove any barrier that prevents information from flowing as freely as possible as its rationale. In theory and practice, therefore, information management is generally described in terms of acquiring, refining, storing, preserving and disseminating informational representations of practice and its goal is described as getting the right representations in the right form to the right person at the right time (Gurbaxani and Whang, 1991).

The promise of economics is: the more closely information and knowledge management adhere to the neoclassical assumptions and the organizing principles implied, the more perfect the established information and knowledge markets will be, and the more efficiently information and knowledge will be distributed. This appealing promise, however, obscures other aspects of reality that have been effectively wished away in economics’ drive towards theoretical rigor. Once captured by economics’ attractiveness, these other aspects of reality run the risk of getting ignored or downplayed, in theory as well as in practice. It is precisely at this point that the theory of the perfect market can become a market ideology.

The assumptions in neoclassical orthodoxy have been designed in such a way that prices contain all information and knowledge for transactions to take place efficiently.

If prices are unknown, why would anybody consider sharing information or knowledge? Extending the neoclassical assumption that rational people always maximize their self-interests and personal welfare, this issue can be solved by assuming that rational people will readily objectify and exchange their information and knowledge through market mechanisms other than price if they expect to be proportionately rewarded with tangible or intangible returns such as pay, promotions and bonuses or reputation, respect and prestige. Google and the many social networking sites available such as LinkedIn exemplify how deeply the market metaphor can inform the shaping of information and knowledge exchange.

Hence, neoclassical orthodoxy provides a static equilibrium model characterized by supply and demand forces that ignores any influence of context, time and immaterial values such as imagination, creativity or trust on people, relationships and transactions. The focus is entirely on the objects being discretely transacted, here and now, which is the aspect of reality the market metaphor exposes and
emphasizes. What it hides are the relationships between people engaged in exchange, their history and future, their affiliations with the objects exchanged, the interaction of which the exchange of objects is just a part, the context in which transactions take place and the dynamics of the organizational processes involved. Economics is a science of nouns, not of verbs. It deals with static objects rather than with dynamic subjects, with information, not in-forming; with knowledge, not with knowing or learning.

The implications for management and organization are straightforward: for information or knowledge management actions taken or technologies implemented, we should maximize the availability, accessibility and use of information and knowledge by attracting as many participants as possible and by avoiding creation of any entry barriers.
This is the economists’ way of presenting markets as non-hierarchical and powerless institutions, where everybody can and should find whatever one is looking for. Praising intranets or virtual community, for instance, for their capacity to cross vertical and horizontal organizational boundaries clearly hinges on this element of the market metaphor, as does the alleged social nature of wikis and other social software tools. Moreover, all these instruments express the belief that group consensus on the basis of free exchange discloses a more objective and thus more accurate analysis of reality than any individual ever could. ‘Crowds’ are assumed to be unconditionally wiser than any single expert could wish to hope for. What this supposed non-hierarchical ‘wisdom of crowds’ conceals is that all kinds of monopolies and power structures are at work in all information and knowledge ecologies. It also hides the fact that the participation of more people or availability of more information may not necessarily translate into higher-quality decisions or superior knowledge creation (Choo 2007). More is not always better.

standardization permits counting and measurement, which is needed to set equilibrium prices for the relevant commodities. It also allows quantitative evaluation of performance and value realized, which adds to economics’ theoretical and practical attractiveness. Commoditization furthermore entails that the identities of the exchange parties and their relationships can be considered irrelevant for economic analysis, because if goods are homogeneous, it does not matter who the buyer or seller is. Under these conditions, the price is the only factor remaining in deciding with whom to trade. Moreover, these conditions allow parties to transactions to be treated as mere producers or consumers, anonymous atoms who do not interact with each other in any other way than by exchanging standardized objects. Finally, commoditization enables organizations to be maximally streamlined, with optimized business processes supported by ICT enhancing organizational efficiency.

Objectivists focus on extracting information and knowledge from people through standardization and centralization processes to transform them into disembodied, de-contextualized commodities. Such standardization and centralization turns information and knowledge into economic values that can be hierarchically controlled ‘from above’ and measured in quantitative terms. Commoditization enables that, for example, information management’s contribution to organizations can be evaluated in terms of its storing and processing capacity. Interestingly, contributions to the information supply side are easier to quantify than those to the demand side, which adds to information management’s inclination to specialize on the supply side as its sole domain of expertise.

Put differently, information’s value is fully dependent upon the meanings people attach to that information and to the contexts they live in. That makes information subjective rather than objective and heterogeneous instead of homogeneous, implying that there is no fixed relationship between economic value and informational content. When a one-to-one relationship between value and informational content is missing, it is impossible to set equilibrium prices. And without equilibrium prices, the entire neoclassical edifice collapses.

Ideas and knowledge are increasingly seen as if they are tradable objects, the
effects of which are spread globally by modern communication.

The first core problem of objectivist economics is that dynamic processes are beyond the analytical reach of economics because they do not demand an exclusive focus on the exchange of static objects and they are not required to conform to rigorous quantification requirements.

Secondly, the emphasis in objectivism on discovering universal truths precludes context as a factor important to economics.

Thirdly, truth and meanings are relative not only to context, but also to people’s mental frameworks or conceptual systems of how the world works. For both reasons, human beings cannot act differently than to impute their own meanings to information. Hence, it is also possible that different people attach divergent interpretations to the same information or that the same person interprets the
same information differently when faced with a different context. Economists cannot deal with such divergent sense making behavior. Information is supposed to help bring supply and demand together in an equilibrium price.

..the so-called information or knowledge economy still misses one of its critical cornerstones - an economic theory of information, knowledge and learning.

..information management with its choice for objectivism and microeconomics as its foundation has precisely selected a philosophy and theory that are incapable of justifying and grounding the very heart of its existence: information. This conclusion also means that an integrative approach to information management should entail more or something different than ‘the management of information as a business resource.
Especially, the conclusion that we need a new economic theory of information, knowledge, and learning, is something that really appeals to me. I have once made an overview of a system I would like to see emerge, which in fact deals with these issues.

It is a bit messy, but it covers my initial ideas.

Below, a nice overview of objectivism and its relation to knowledge/information management and microeconomics is shown;

Definitions
  1. Information and knowledge are granules of understanding representing objective realities.
  2. Learning is a step-by-step process directed towards the constant refinement of objective representations.
  3. Communication is the transfer of granules of understanding from a sender to a receiver.
Information (and knowledge) management
  1. The domain of information (knowledge) management is the information (knowledge) supply side, culminating in the moment of truth.
  2. The rationale of information (knowledge) management is promoting unfettered information (knowledge) exchange.
  3. The goal of information (knowledge) management is getting the right information (knowledge) in the right form to the right person at the right time.
  4. Information (knowledge) management is the gathering, refining, storing, preserving and dissemination of information (knowledge).
Organizing principles
  1. Shape information and knowledge exchange as a market and create effective mechanisms to fully exploit the market’s self-organizing capacity.
  2. Maximize participation, discourage erection of entry barriers, and promote competition among participants.
  3. Commoditize information and knowledge to render economic power.
Core assumptions in objectivism
  1. Human behavior is determined by forces in the external world.
  2. People cannot control these external forces and find them difficult to comprehend.
  3. People should therefore be provided with truthful knowledge to help them master their environment.
  4. Mastery over the environment leads to successful performance.
  5. For developing relevant knowledge, we should focus on these external aspects of understanding.
  6. Understanding depends on truth.
  7. The environment consists of distinct objects that exist independently of human cognition and use.
  8. People understand the environment when they have knowledge of these objects.
  9. Such knowledge is developed by studying objects’ inherent properties.
  10. These inherent properties can be objectively known through codification and abstraction.
  11. Objects’ inherent properties are fixed and objective; meanings are therefore also fixed and objective.
  12. The only real and truthful knowledge is disembodied, abstracted and objective.
  13. Only positivist science produces real, truthful knowledge and reliable, prescriptive theory.
  14. Objectivity promotes fairness and impartiality in social matters.
Additional assumptions in microeconomics
  1. Successful performance is defined by its economic value.
  2. Efficient exchange maximizes economic value.
  3. Hence, efficient exchange at the moment of truth (transaction) should be the focal point of attention.
  4. Transactions stand on their own, implying that context, time and people’s identities, values and beliefs are irrelevant for theory and practice.
  5. People are economically rational and maximize their personal welfare.
  6. Competition among large numbers of non-hierarchical participants enhances market efficiency.
  7. Maximizing economic value requires commoditization of information and knowledge.
  8. Commoditization enables measurement of performance and management control.
  9. ICT is a neutral medium.