Vectors Unintentional / Intentional KL Positive Negative Comments Suppliers Intentional KL Leaking knowledge only about standardized or repetitive components (outflow) Protects core competences and keeping in-house / maintaining barriers to entry Could be detrimental in long term as an inhibitor of innovation becoming ‘core rigidities’ Not leaking anything that bears critical knowledge (outflow) Protects core competences and keeping in-house / maintaining barriers to entry Knowledge leakage through market intelligence gathering by all suppliers in chain (inflow and outflow) Exploiting suppliers as a source of market intelligence/to improve competiveness through their role in supply/value chain actors (inflow) Leaking knowledge for subcontracting Cost benefits, access to expertise, risk transfer, etc Requires further empirical investigation – possibly through second round of scoping interviews Suppliers exploiting market intelligence which is fed through the actors in the supply/value chain. In particular, risk of suppliers imitating business model (outflow) Suppliers can imitate business model (outflow) Needs validation/further investigation Lit showing benefits of collaboration etc Off the shelf versus bespoke – diff KL impacts Could be negative but did not emerge strongly from interviews Leaking knowledge through outsourcing to other countries (inflow and outflow) Learn about opportunities in emerging markets (inflow) Suppliers can imitate business model and/or copy products (outflow) How do you tell if this inflow is intentional or not? Particularly with respect to the link with competitors as supply chain members. Product time scales etc See also unintentional inflow How do you tell when the inflow is intentional or not? Leaking only ‘need to know knowledge’ (outflow) Leaking knowledge during tendering/ bidding process (inflow and outflow) Knowledge leakage through the creation of a strategic alliance / partnership with the supply chain. Collaboration with suppliers. (inflow and outflow) Leaking knowledge into the public domain (e.g.via supplier networks) (outflow) Knowledge leakage via Protection of critical knowledge, Not overloading recipient with knowledge Supplier driven-innovation (inflow) Winning of bids, etc Suppliers ‘in the dark’ and unable to contribute to product and process innovation. Complementary skills / competences. Development. Ensure high value-added Empowering the suppliers to own the problem (inflow and outflow) Generates new markets/product ideas that company has some competence in supplying to. Premature alliances can break with an attendant loss of knowledge. Accrue short-term gains from May give away critical Loss of knowledge and investment if supplier goes elsewhere with product ideas presented, etc (outflow) Premature release might prevent firms from entering the market at a later date. Supplier-driven innovation includes new juicier blueberries being presented to cake maker. Changing culture from arms length to collaboration. Collaborate with complimentary but not competitive disciplines Greater good – k sharing / diffusion etc? See also unintentional; not clear if companies are responsible for defining what should be released into the public domain, or some other arbiter? Another example from Dewjoc with respect to clean rooms and university collaboration Could this be Suppliers outsourcing primarily driven by a resource need (as opposed to strategic decision) (outflow) outsourcing [not from empirical data] knowledge through need to have work done (outflow) Sharing product/ process knowledge from suppliers (outflow or inflow?) Traceability – consequently a knowledge management system is generated. Requires empirical investigation Knowledge leakage through market intelligence gathering by all members of the supply chain (inflow and outflow) Exploitation of suppliers for the provision of market intelligence through their links within and between the supply/value chain actors (inflow) Supplier partnering / communication / within the supply chain - ‘horizontal’ leaking of source company knowledge (horizontal outflow / diffusion?) Knowledge sharing for development of value-added products in supply chain etc (horizontals outflow / diffusion?) Suppliers exploiting market intelligence which is fed through the actors in the supply/value chain. In particular, risk of suppliers imitating business model (outflow) Further investigation needed Leaking of knowledge during bidding / tendering process (outflow) Leaking knowledge through outsourcing to other countries The transfer of knowledge can be the factor that wins the contract Enhanced knowledge about business processes and unintentional? This might be an unintended consequence whilst being intentional. Unintentional Loss of knowledge if supplier goes to other clients, etc. (outflow) Product and process is copied by suppliers in other countries Could have negative impacts too? Again – how do you tell if the inflow is (inflow) Knowledge leaked through transfer due to cultural differences Leaking knowledge into the public domain (e.g. via supplier networks) (inflow and outflow) opportunities in new countries with emerging markets. Enables new safeguards to be constructed to limit damage over longer term- needs investigating (inflow) Investigate this cell – knowledge inflow from cultural differences may be significant. Generates new markets/product ideas that company has some competence in supplying to. and rebranded. This needs validating] intentional or not? Loss of important knowledge Impedance of effective knowledge transfer (inflow and outflow) Premature release may impact by preventing company in entering a product market even if resources become available. Rhodes to refer to literature. From BAe Loss of knowledge – loss of accrued knowledge by supplier, etc (outflow). Will affect the production process and hence productivity. Needs investigation – but Change of communication Knowledge leakage through change of ownership of supplier more investment by new owner process (inflow and outflow), may produce better services? Could become owned by a (inflow and outflow) competitor, etc (outflow) Leaking of knowledge through suppliers leaving through supplier viability and bankruptcy, etc (outflow) Needs investigating. Could be a blessing in disguise before too much is lost?! Sometimes comes from things that should not have been said in conferences or other polite company. Time line of projects etc effects criticality of this happening Vectors Unintentional / Intentional KL Positive Negative Comments Customers Intentional KL Can be used by clients – if trust is not in place – as a bargaining chip with other suppliers. Trust here is critical Leaking knowledge via sample contracts and non-disclosure agreements (inflow and outflow?) Educate client and manage expectations (inflow and outflow). Shaping briefs to mutual satisfaction (inflow and outflow) Learning from customers – intensive info sharing (technical, product and scientific, procedural knowledge) (inflow) Customers have valuable knowledge about their own markets, supplier relations and competition. Process knowledge that saves time and resources – not reinventing the wheel Leaking knowledge via a customer relationship management system (inflow and Positive because….. Inquiry process to translate clients requirements (built up Leaking knowledge in order to craft business propositions with customers (inflow and outflow) Customers leaking knowledge back to company (inflow) Knowledge leakage through market intelligence from customers (inflow?) How to tell if this was intentional? Occurs more at the beginning and less as time goes on. Could this one be linked to above? Sample contracts need to be taken as guidance rather than as useable documents that are eminently transferable. Is this not a preventative measure? outflow) Repetitive use of leaked knowledge via repeat business (inflow and outflow) Customers forms to make sure necc knowledge is not leaked)(inflow) No need to leak knowledge to another customer (outflow) / receive leaked knowledge from a customer, etc (inflow) Knowledge leakage to competitors via customers (bidding processes, communication, development work etc) (inflow and outflow) Gain competitor’s leaked knowledge via customer (inflow) Theft Have knowledge transferred either through recruitment or by moles inside competitor businesses Repeat business can lead to complancency in terms of the innovation imperative and over-reliance on single customers. The transfer of knowledge can be used as a negotiating chip by clients in their selection of preferred suppliers. In nogitations, client can say ‘company B can offer this, if you can match it, the contract is yours’Knowledge leaked to competitor (outflow) Customer move to competitor (outflow) Link to bidding and tendering (reduces risk from it etc) Customer as conduit of knowledge No evidence in our study. Unethical but probably prevalent. Unintentional knowledge leaked from customer (inflow) Learning from customer (inflow) May be difficult to verify/ validate. May not have full context and therefore be unreliable or difficult to How to tell when its unintentional? operationalise. Chinese whispers effect where knowledge is non-verifiable or simply inaccurate (inflow and outflow) Knowledge leaked through transfer via middle men / too many stages between customer and service provider (inflow and outflow) Knowledge leaked through transfer due to cultural differences (inflow and outflow) Vectors Unintentional / Intentional KL Competitors Intentional KL Knowledge leakage through sensitive information Leakage of the wrong knowledge (inflow and outflow) Impedance of effective Very difficult to know knowledge transfer (inflow and what is lost or gained in outflow) these circumstances. Loss of knowledge (inflow and outflow) Positive Negative Comments Poor waste management processes particularly at the end of a project / phase Misinformation to competitors (outflow) Poor waste management processes particularly at the end of a project / phase Misinformation from competitors (inflow) This is true of both I’m not sure if we have any empirical evidence to support this. Competitors Knowledge leakage via competitor clustering (inflow and outflow) Collaboration leading to utilisation of shared knowledge resources. (strategic info etc) Knowledge leakage via market intelligence (inflow and outflow) Learning from competitors (inflow) Collaboration leading to utilisation of own knowledge resources to the benefit of competitor rather than mutual benefit.. Intelligence used by competitors to increase own market share. Requires high levels of trust, and trust building mechanisms for it to work effectively. How can you tell its intentional leakage from competitors Unintentional General knowledge leakage (inflow and outflow) Give and take attitude – always assume there is more to learn than to lose (inflow) Knowledge leakage to competitors leakage via market intelligence (outflow) Knowledge leakage to competitors via customers and suppliers (outflow) Vectors Unintentional / Intentional KL People Intentional KL Give and take attitude requires a risk assessment, but efficient and innovative firms have little to fear (outflow) Outright theft Competitors learning from you (outflow) Through the bidding process (outflow); personnel exchanges and nefarious means. Positive Negative Comments Knowledge leakage through training courses (inflow) Knowledge leakage through involving people in business strategies (bottom up) (outflow) Knowledge leakage through Knowledge Transfer Partnerships or other collaborations with universities (outflow) Attending external courses – bringing back training ideas (inflow) Where students are involved, this creates future capacity. Make people feel they have a stake in business – own direction of company (outflow) Involvement in courses to build up future competences and capacity (inflow and outflow) Hosting training courses giving access to facilities to competitors. Too much involvement may lead to confusion – not empirically evidenced If content influences teaching and course design, it may be negative for the source company. No evidence from scoping studies – needs further investigation Knowledge leakage from people Gaining other people’s knowledge/exploit other who come from other perspectives (inflow) companies (inflow) Knowledge leakage via multidisciplinary teams (inflow and outflow) Learning between disciplines (inflow and outflow) Teams may be beyond the boundaries of the firm, or between subsidiaries – a systems integration model – where leakage is inevitable and cannot be guaranteed to be positive. No evidence in scoping study Could this also be inflow – via students?) also two types of outflow ,outflow to uni’s and outflow forever to students who don’t work for them The opposite negative outflow Assuming recruiting good people; but could be leaving competitors because they are not competent. Miscommunication / culture (outflow) Knowledge leakage via temporary workers (inflow and outflow) Knowledge leakage via temporary and anticipated loss of staff (outflow) People Depending on the knowledge intensity of the business, knowledge benefits accrue from inflow of new people (inflow) Temporary workers can leave with knowledge of firm, processes, strategy. Depends on knowledge intensity of firm and where temporary workers are located. (outflow) For example, holidays and maternity/paternity leave. See temporary workers above The consequence is disruption to work processes. Inflow from replacements? Can be ameliorated by efficient ‘succession planning’. Particularly negative if replacements cannot access knowledge held by incumbents Unintentional Knowledge leakage via temporary and unanticipated loss of staff (outflow) For example, sickness and maternity/paternity leave (outflow) The consequence is disruption to work processes. Knowledge leakage via people Expertise leaving (outflow) I’m inclined to think that maternity leave comes in here as although it is anticipated, at the point of recruitment it is rarely a factor and therefore the announcement of pregnancy can be unanticipated. Critical knowledge = leaving – new jobs for particular people (outflow)| Vectors Unintentional / Intentional KL Internal / External Intentional KL Knowledge leakage during the effects impact Positive Negative Comments Adequate diffusion of external Poor communication transfers The info manager in diffusion of knowledge to different parts of the organisation (inflow and outflow) Knowledge leakage through electronic systems Internal / external info (inflow and outflow) Top down communication of organisational strategy (inflow and outflow) K / info manager (inflow and outflow) Intelligent systems can filter into out to suitable recipients. For example, RSS or other database systems. the wrong or partial knowledge. Unclear what level of understanding is needed to fruitfully receive knowledge and apply it. the telecoms case was poor in identifying the critical knowledge and knowing who should be the recipient. Failure of systems (outflow – and also inability of inflow) Pos – easier k – transfer (inflow and outflow)? Unintentional Inadequate use (outflow) Knowledge leakage via electronic systems (outflow) Knowledge leakage through poor KM (outflow) Vectors Unintentional / Intentional KL IPRs / Trust Intentional KL Lack of managing employees k (outflow) Inadequacy of k/info manager (outflow) See ‘intentional’ above. Positive Negative Comments Knowledge leakage through lack of legal protection (outflow) IPRs / Trust Knowledge leakage through trust of individuals Unintentional Knowledge leakage through lack of legal protection (outflow)? Choice to protect knowledge based on gut feeling of criticality of knowledge (protects against outflow) Published papers and specialist materials (?) Place more trust on certain individuals (control of outflow) Published papers and specialist materials (?) Choice to protect knowledge based on gut feeling of criticality of knowledge (outflow) Don’t understand one ???