Abstract
The twenty-first century organizations are characterized by an emphasis on knowledge and information. Today’s organizations also require the acquisition, management, and exploitation of knowledge and information in order to improve their own performance. In the current economy, the foundations of organizational competitiveness have turned former tangible and intangible resources into knowledge and the focus of information systems has also changed from information management to knowledge management. Besides, the most important step in the implementation of knowledge management is to examine the significant factors in this regard and to identify the causes of failure. Therefore, the present study evaluated knowledge management failure factors in an intuitionistic fuzzy environment as a case study in Khuzestan Oil and Gas Company. For this purpose, a series of failure factors affecting knowledge management in organizations were identified based on a review of the related literature and similar studies. Then, 16 failure factors in the implementation of knowledge management in the given organization were determined on the basis of interviews with company experts. According to the specified factors as well as the integration of multiple criteria decision-making techniques in an intuitionistic fuzzy environment, knowledge management failure factors in Khuzestan Oil and Gas Company were investigated. The results indicated that lack of management commitment and leadership was the most important factor affecting the failure of knowledge management in the given company.
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Hahn J, Wang T (2009) Knowledge management systems and organizational knowledge processing challenges: a field experiment. Decis Support Syst 47(4):332–342
Prahalad CK (1998) Managing discontinuities: the emerging challenges. Res Technol Manag 41(3):14–22
Habbershon TG, Williams M, MacMillan IC (2003) A unified systems perspective of family firm performance. J Bus Ventur 18(4):451–465
Drucker PF (1992) The New Society of Organizations. Harv Bus Rev 70(5):95–105
Desouza KC, Awazu Y (2005) Segment and destroy: the missing capabilities of knowledge management. J Bus Strategy 26(4):46–52
Winter S (1998) Knowledge and competence as strategic assets. Strateg Manag Intellect Cap 187:129–152
Kogut B, Zander U (1992) Knowledge of the firm, combinative capabilities, and the replication of technology. Organ Sci 3(3):383–397
Nonaka I (1994) A dynamic theory of organizational knowledge creation. Organ Sci 5(1):14–37
Grant RM (1996) Toward a knowledge-based theory of the firm. Strateg Manag J 17(S2):109–122
Akhavan P, Reza Zahedi M, Hosein Hosein S (2014) A conceptual framework to address barriers to knowledge management in project-based organizations. Educ Bus Soc Contemp Middle East Issues 7(2/3):98–119
Jafari M, Akhavan P, Fesharaki MN, Fathian M (2007) Iran aerospace industries’ KM approach based on a comparative study: a benchmarking on successful practices. Aircr Eng Aerosp Technol 79(1):69–78
Desouza KC, Awazu Y (2005) Segment and destroy: the missing capabilities of knowledge management. J Bus Strategy 26(4):46–52
Lin LK, Chang CC, Lin YC (2011) Structure development and performance evaluation of construction knowledge management system. J Civ Eng Manag 17(2):184–196
Akhavan P, Pezeshkan A (2014) Knowledge management critical failure factors: a multi-case study. VINE J Inf Knowl Manag Syst 44(1):22–41
Gao F, Li M, Clarke S (2008) Knowledge, management, and knowledge management in business operations. J Knowl Manag 12(2):3–17
Davenport TH, Völpel SC (2001) The rise of knowledge towards attention management. J Knowl Manag 5(3):212–222
Calvo-Mora A, Navarro-García A, Periañez-Cristobal R (2015) Project to improve knowledge management and key business results through the EFQM excellence model. Int J Proj Manag 33(8):1638–1651
Pee L, Kankanhalli A (2016) Interactions among factors influencing knowledge management in public-sector organizations: a resource-based view. Gov Inf Q 33(1):188–199
Alavi M, Leidner DE (2001) Review: knowledge management and knowledge management systems: conceptual foundations and research issues. MIS Q 25(1):107–136
Nonaka I, Takeuchi H (1995) The knowledge-creating company: how Japanese companies create the dynamics of innovation. Oxford University Press, Oxford
Bontis N, Chua Chong Keow W, Richardson S (2000) Intellectual capital and business performance in Malaysian industries. J Intellect Cap 1(1):85–100
Engström TE, Westnes P, Furdal Westnes S (2003) Evaluating intellectual capital in the hotel industry. J Intellect Cap 4(3):287–303
Choi B, Lee H (2002) Knowledge management strategy and its link to knowledge creation process. Expert Syst Appl 23(3):173–187
Choi B, Lee H (2003) An empirical investigation of KM styles and their effect on corporate performance. Inf Manag 40(5):403–417
Meso P, Smith R (2000) A resource-based view of organizational knowledge management systems. J Knowl Manag 4(3):224–234
Smedlund A (2008) The knowledge system of a firm: social capital for explicit, tacit and potential knowledge. J Knowl Manag 12(1):63–77
Šajeva S (2010) The analysis of key elements of socio-technical knowledge management system. Econ Manag 2010(15):765–774
Yew Wong K (2005) Critical success factors for implementing knowledge management in small and medium enterprises. Ind Manag Data Syst 105(3):261–279
McElroy MW (2000) Integrating complexity theory, knowledge management and organizational learning. J Knowl Manag 4(3):195–203
Salojärvi S, Furu P, Sveiby K-E (2005) Knowledge management and growth in Finnish SMEs. J Knowl Manag 9(2):103–122
Davenport TH, Prusak L (1998) Working knowledge: how organizations manage what they know. Harvard Business Press, Boston
Tanriverdi H (2005) Information technology relatedness, knowledge management capability, and performance of multibusiness firms. MIS Q 29(2):311–334
Bose R (2003) Knowledge management-enabled health care management systems: capabilities, infrastructure, and decision-support. Expert Syst Appl 24(1):59–71
Liu P-L, Chen W-C, Tsai C-H (2004) An empirical study on the correlation between knowledge management capability and competitiveness in Taiwan’s industries. Technovation 24(12):971–977
Gold AH, Malhotra A, Segars AH (2001) Knowledge management: an organizational capabilities perspective. J Manag Inf Syst 18(1):185–214
Demchig B (2015) Knowledge management capability level assessment of the higher education institutions: case study from Mongolia. Proc Soc Behav Sci 174:3633–3640
Chua A, Lam W (2005) Why KM projects fail: a multi-case analysis. J Knowl Manag 9(3):6–17
Storey J, Barnett E (2000) Knowledge management initiatives: learning from failure. J Knowl Manag 4(2):145–156
Wastell DG (2001) Barriers to effective knowledge management: action research meets grounded theory. J Syst Inf Technol 5(2):21–36
Afsharnejad AR, Hamidian D (2015) Pathology of Implementing Knowledge Management System in Organization on the Basis of Life Cycle Pattern. 3(2):71–87
Ambrosio L (2000) Geometric evolution problems, distance function and viscosity solutions. In: Calculus of variations and partial differential equations, Springer, pp 5–93
Kapla S (2002) KM the right way: A step-by-step approach that will ensure that your expensive KM system actually gets used. CIO, pp. 74–81
Massey AP, Montoya-Weiss MM, O’Driscoll TM (2002) Knowledge management in pursuit of performance: insights from nortel networks. MIS Q 26(3):269–289
Ray Deepa (2014) Overcoming cross-cultural barriers to knowledge management using social media. J Enterp Inf Manag 27(1):45–55. https://doi.org/10.1108/JEIM-09-2012-0053
Akhavan P, Adalati MS, Sharifi S, Atashgah RH (2010) The challenges of knowledge management portals application and implementation: the Iranian organizations case study. Int J Ind Eng Comput 1:79–93
Hong D, Suh E, Koo C (2011) Developing strategies for overcoming barriers to knowledge sharing based on conversational knowledge management: a case study of a financial company. Expert Syst Appl 38(12):14417–14427
Rowley J (2000) Is higher education ready for knowledge management? Int J Educ Manag 14(7):325–333
Disterer G (2001) Individual and social barriers to knowledge transfer. In: Proceedings of the 34th annual Hawaii international conference on system sciences, 2001, IEEE, p 7
Chin Ying Lang J (2001) Managerial concerns in knowledge management. J Knowl Manag 5(1):43–59
Schilling J, Kluge A (2009) Barriers to organizational learning: an integration of theory and research. Int J Manag Rev 11(3):337–360
Frost A (2014) A synthesis of knowledge management failure factors. http://www.knowledge-management-tools.net. Accessed 25 Jan 2014
Hofstede G (1983) National cultures in four dimensions: a research-based theory of cultural differences among nations. Int Stud Manag Organ 13(1–2):46–74
Bures RM (2003) Childhood residential stability and health at midlife. Am J Public Health 93(7):1144–1148
Barson RJ, Foster G, Struck T, Ratchev S, Pawar K, Weber F, Wunram M (2000) Inter-and intra-organisational barriers to sharing knowledge in the extended supply-chain. In: Proceedings of the eBusiness and eWork. pp 367–373
Yassa L, Cibas ES, Benson CB, Frates MC, Doubilet PM, Gawande AA, Moore FD et al (2007) Long-term assessment of a multidisciplinary approach to thyroid nodule diagnostic evaluation. Cancer Cytopathol 111(6):508–516
McLaughlin VV, Benza RL, Rubin LJ, Channick RN, Voswinckel R, Tapson VF, Robbins IM et al (2010) Addition of inhaled treprostinil to oral therapy for pulmonary arterial hypertension: a randomized controlled clinical trial. J Am Coll Cardiol 55(18):1915–1922
Yih-Tong Sun P, Scott JL (2005) An investigation of barriers to knowledge transfer. J Knowl Manag 9(2):75–90
McCann JE, Buckner M (2004) Strategically integrating knowledge management initiatives. J Knowl Manag 8(1):47–63
Riege A (2005) Three-dozen knowledge-sharing barriers managers must consider. J Knowl Manag 9(3):18–35
He S, Wang L, Miao L, Wang T, Du F, Zhao L, Wang X (2009) Receptor interacting protein kinase-3 determines cellular necrotic response to TNF-α. Cell 137(6):1100–1111
Driva H, Pawar KS, Menon U (2001) Performance evaluation of new product development from a company perspective. Integr Manuf Syst 12(5):368–378
Singh M, Kant R (2008) Knowledge management barriers: an interpretive structural modeling approach. Int J Manag Sci Eng Manag 3(2):141–150
Yeo RK, Svensson G, Ahmad N, Daghfous A (2010) Knowledge sharing through inter-organizational knowledge networks: challenges and opportunities in the United Arab Emirates. Eur Bus Rev 22(2):153–174
Lin C, Wu J-C, Yen DC (2012) Exploring barriers to knowledge flow at different knowledge management maturity stages. Inf Manag 49(1):10–23
Rowny SB, Benzl K, Lisanby SH (2009) Translational development strategy for magnetic seizure therapy. Exp Neurol 219(1):27–35
Feist AM, Henry CS, Reed JL, Krummenacker M, Joyce AR, Karp PD, Broadbelt LJ et al (2007) A genome-scale metabolic reconstruction for Escherichia coli K-12 MG1655 that accounts for 1260 ORFs and thermodynamic information. Mol Syst Biol 3(1):121
Szulanski G (1996) Exploring internal stickiness: impediments to the transfer of best practice within the firm. Strateg Manag J 17(S2):27–43
Hiregoudar N, Kotabagi SV (2007) Development of K-model to identify barriers to knowledge creation for sustained growth of organization. In: Portland international center for management of engineering and technology, IEEE, pp 2305–2313
Lilleoere A-M, Holme Hansen E (2011) Knowledge-sharing enablers and barriers in pharmaceutical research and development. J Knowl Manag 15(1):53–70
Hsu C-L, Lin JC-C (2008) Acceptance of blog usage: the roles of technology acceptance, social influence and knowledge sharing motivation. Inf Manag 45(1):65–74
Rego A, Pinho I, Pedrosa J, Pina E, Cunha M (2009) Barriers and facilitators to knowledge management in university research centers: an exploratory study. Manag Res J Iberoam Acad Manag 7(1):33–47
Ajmal M, Helo P, Kekäle T (2010) Critical factors for knowledge management in project business. J Knowl Manag 14(1):156–168
Madhavan R, Grover R (1998) From embedded knowledge to embodied knowledge: new product development as knowledge management. J Mark 62(4):1–12
Buck RC, Franklin J, Berger U, Conder JM, Cousins IT, De Voogt P, Jensen AA et al (2011) Perfluoroalkyl and polyfluoroalkyl substances in the environment: terminology, classification, and origins. Integr Environ Assess Manag 7(4):513–541
BenMoussa C (2009) Barriers to knowledge management: a theoretical framework and a review of industrial cases. World Acad Sci Eng Technol 3(6):1491–1502
Alavi M, Leidner DE (1999) Knowledge management systems: issues, challenges, and benefits. Commun AIS 1(2es):1
Oliver-Baxter J, Brown L, Bywood P (2013) Integrated care: what strategies and other arrangements support and influence integration at the meso/organisational level. PHCRIS policy issue review. Primary Health Care Research And Information Service, Adelaide
Lemieux SA, Dalkir K (2005) The challenges of applying KM in a non-traditional setting: the case of a nonprofit, artistic organization. In: Conference proceedings: special libraries association
Dalkir S (2009) A quantitative evaluation of effectiveness and efficacy of competition policies across countries. Politics Triumphs Econ. https://doi.org/10.13140/RG.2.1.2632.6567
Keating EK, Fischer M, Gordon TP, Greenlee JS (2005) Assessing financial vulnerability in the nonprofit sector, KSG Working Paper No. RWP05-002; Hauser Center for Nonprofit Organizations Paper No. 27
Böse J, Gruber AD, Helming L, Schiebe S, Wegener I, Hafner M, Beales M et al (2004) The phosphatidylserine receptor has essential functions during embryogenesis but not in apoptotic cell removal. J Biol 3(4):15
Smith GJ, Lumba PM (2008) Knowledge management practices and challenges in international networked NGOs: the case of one world international. Academic Conferences Ltd
Lakey JR, Rajotte RV, Warnock GL, Kneteman NM (1995) Human pancreas preservation prior to islet isolation: cold ischemic tolerance. Transplantation 59(5):689–694
Collins N (2005) Using a pitch detector for onset detection. In: ISMIR, Citeseer, pp 100–106
Saqib M, Farooqui RU, Lodi SH (2008) Assessment of critical success factors for construction projects in Pakistan. In: First international conference on construction in developing countries, Karachi, Pakistan
Grundvåg Ottesen G, Grønhaug K (2004) Barriers to practical use of academic marketing knowledge. Mark Intell Plan 22(5):520–530
Tsui E, Tong J, Mitra A (2009) Chinese cultural influences on knowledge management practice. J Knowl Manag 13(2):49–62
Bradford MJ, Lovy J, Patterson DA, Speare DJ, Bennett WR, Stobbart AR, Tovey CP (2010) Parvicapsula minibicornis infections in gill and kidney and the premature mortality of adult sockeye salmon (Oncorhynchus nerka) from Cultus Lake, British Columbia. Can J Fish Aquat Sci 67(4):673–683
Carrillo FJ, Rivera-Vazquez JC, Ortiz-Fournier LV, Rogelio Flores F (2009) Overcoming cultural barriers for innovation and knowledge sharing. J Knowl Manag 13(5):257–270
Thoben K-D, Weber F, Wunram M (2002) Barriers in knowledge management and pragmatic approaches. Stud Inform Control 11(1):7–16
Wong CA, Cummings GG (2009) The influence of authentic leadership behaviors on trust and work outcomes of health care staff. J Leadersh Stud 3(2):6–23
Kennedy GE, Judd TS, Churchward A, Gray K, Krause K-L (2008) First year students’ experiences with technology: are they really digital natives? Australas J Educ Technol 24(1):108–122
Benbya H (2008) Knowledge management: systems implementation: lessons from the Silicon valley. Chandos Publishing, Oxford
Wiewiora A, Trigunarsyah B, Murphy GD, Liang C (2009) Barriers to effective knowledge transfer in project-based organisations. In: Proceedings of the 2009 international conference on global innovation in construction proceedings. Loughborough University UK, pp 220–230
Yu T-K, Lu L-C, Liu T-F (2010) Exploring factors that influence knowledge sharing behavior via weblogs. Comput Hum Behav 26(1):32–41
Hsu C-L, Lin JC-C (2008) Acceptance of blog usage: the roles of technology acceptance, social influence and knowledge sharing motivation. Inf Manag 45(1):65–74
Majchrzak A, Wagner C, Yates D (2006) Corporate wiki users: results of a survey. In: Proceedings of the 2006 international symposium on Wikis, ACM, pp 99–104
Pei Lyn Grace T (2009) Wikis as a knowledge management tool. J Knowl Manag 13(4):64–74
Ardichvili A (2003) Constructing socially situated learning experiences in human resource development: an activity theory perspective. Hum Resour Dev Int 6(1):5–20
Sharratt M, Usoro A (2003) Understanding knowledge-sharing in online communities of practice. Electron J Knowl Manag 1(2):187–196
Worrell FC, Cross WE Jr, Vandiver BJ (2001) Nigrescence theory: current status and challenges for the future. J Multicult Couns Dev 29(3):201
David W, Fahey L (2000) Diagnosing cultural barriers to knowledge management. Acad Manag Exec 14(4):113–127
Daniela R, Dosoinescu O (2004) The adoption electronic banking services in developing countries. In: Department of business information systems. Bd Carol Jnr, pp 22–35
Chanamool N, Naenna T (2016) Fuzzy FMEA application to improve decision making process in an emergency department. Appl Soft Comput. https://doi.org/10.1016/j.asoc.2016.01.007
Chang CL, Wei CC, Lee YH (1999) Failure mode and effects analysis using fuzzy method and grey theory. Kybernetes 28(9):1072–1080
Braglia M, Frosolini M, Montanari R (2003) Fuzzy TOPSIS approach for failure mode, effects and criticality analysis. Int J Qual Reliab Eng 19:425–443
Bowles JB, Peláez CE (1995) Fuzzy logic prioritization of failures in a system failure mode, effects and criticality analysis. Reliab Eng Syst Saf 50:203–213
Garcia PAA, Schirru R, Melo PFF (2005) A fuzzy data envelopment analysis approach for FMEA. Prog Nucl Energy 46(3–4):359–373
Chen LH, Ko WC (2007) Fuzzy linear programming models for new product design using QFD with FMEA. Appl Math Model. https://doi.org/10.1016/j.apm.2007.11.029
Wang YM, Chin KS, Poon KKG, Yang JB (2009) Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Syst Appl 36(2):1195–1207
Kutlu AC, Ekmekçioğlu M (2012) Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP. Expert Syst Appl 39(1):61–67
Liu HC, Liu L, Liu N, Mao LX (2012) Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment. Expert Syst Appl 39(17):12926–12934
Kumru M, Yıldız Kumru P (2013) Fuzzy FMEA application to improve purchasing process in a public hospital. ASC 13:721–733
Rafie M, Samimi FS (2015) Prediction of subsidence risk by FMEA using artificial neural network and fuzzy inference system. Int J Min Sci Technol 25(4):655–663
Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353
Atanassov KT (1983) Intuitionistic fuzzy sets. VII ITKR’s Session, Sofia
Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87–96
Atanassov KT (1989) More on intuitionistic fuzzy sets. Fuzzy Sets Syst 33(1):37–46
Atanassov KT (1999) Intuitionistic fuzzy sets. Physica-Verlag, Heidelberg
Atanassov KT (2000) Two theorems for Intuitionistic fuzzy sets. Fuzzy Sets Syst 110:267–269
Atanassov KT, Gargov G (1989) Interval-valued intuitionistic fuzzy sets. Fuzzy Set Syst. 31(3):343–349
Szmidt E, Kacprzyk J (2000) Distances between intuitionistic fuzzy sets. Fuzzy Set Syst. 114(3):505–518
Buhaesku T (1989) Some observations on intuitionistic fuzzy relations. In: Itinerant seminar of functional equations, approximation and convexity, pp 111–118
Ban AI (2006) Nearest interval approximation of an intuitionistic fuzzy number. Computational intelligence. Theory and applications. Springer, Berlin, pp 229–240
Deschrijver G, Kerre EE (2002) On the relationship between intuitionistic fuzzy sets and some other extensions of fuzzy set theory. J Fuzzy Math 10(3):711–724
Stoyanova D (1993) More on Cartesian product over intuitionistic fuzzy sets. BUSEFAL 54:9–13
Szmidt E, Kacprzyk J (2001) Entropy for intuitionistic fuzzy sets. Fuzzy Sets Syst 118:467–477
Gau WL, Buehrer DJ (1993) Vague sets. IEEE Trans Syst Man Cybern 23:610–614
Zhang QS, Jiang S, Jia B, Luo S (2010) Some information measures for interval-valued intuitionistic fuzzy sets. Inf Sci 180:5130–5145
Biswas SKR, Roy AR (2000) Some operations on intuitionistic fuzzy sets. Fuzzy Sets Syst 114:477–484
Coakes E, Amar AD, Granados ML (2013) Success or failure in knowledge management systems: a universal issue. In: International federation for information processing 2013, TDIT 2013, IFIP AICT 402, pp 39–56
Dufour Yvon, Steane Peter (2007) Implementing knowledge management: a more robust model. J Knowl Manag 11(6):68–80
Outahar I, Nfaoui E, Beqqali OE (2013) Implementing knowledge management in supply chain: literature review. In: paper prasented at the IEEE/ACS International Conference on Computer Systems and Applications. https://doi.org/10.1109/AICCSA.2013.6616478
Raub S, Wittich DV (2004) Implementing knowledge management: three strategies for effective CKOs. Eur Manag J 22(6):714–724
Shaw D, Edwards JS (2005) Building user commitment to implementing a knowledge management strategy. Inf Manag 42(2005):977–988
Shakerian H, Dehghan Dehnavi H, Shateri F (2016) A framework for the implementation of knowledge management in supply chain management. In: 3rd International conference on new challenges in management and organization: organization and leadership, 2 May 2016, Dubai, UAE, vol 230(2016), pp 176–183
Xu ZS (2007) Intuitionistic fuzzy aggregation operators. IEE Trans Fuzzy Syst 15(6):1179–1187
Grzegorzewski P (2004) Distances between intuitionistic fuzzy sets and/or interval-valued fuzzy sets based on the Hausdorff metric. Fuzzy Sets Syst 148:319–328
Shokri-Ghasabeh M, Chileshe N (2014) Knowledge management: barriers to capturing lessons learned from Australian construction contractors perspective. Constr Innov 14(1):108–134
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Sayyadi Tooranloo, H., Ayatollah, A.S. & Alboghobish, S. Evaluating knowledge management failure factors using intuitionistic fuzzy FMEA approach. Knowl Inf Syst 57, 183–205 (2018). https://doi.org/10.1007/s10115-018-1172-3
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DOI: https://doi.org/10.1007/s10115-018-1172-3