The Role of Knowledge Management in Decision Making and Education
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This article discusses the role of knowledge management in decision making and education, including the use of information technology and collaborative frameworks. It also critiques the implementation of knowledge management systems in organizations.
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Name1 Knowledge Management Student’s Name University Date Lecturer Course
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Name2 Knowledge Management Decision making The first decision that I made is the career choice that I have chosen today. The choice was based on gathering course data from the Australian government career information website (Australian Government 2018, p. 2). This site offers data and information for young people to understand different opportunities that exist. This informed my knowledge on the course that I needed to take, lack of this information will have led me to pick any career that may fail to satisfy my passion. The second choice that I made was the college that I was going to join to accomplish my career goals. This choice was influence by information from the Australian government website where career information and the type of universities that offer such courses are posted (Australian Government 2018, p. 2). The role of this information was to use the data to make the best choice that meets my needs, lack of the information will have made me to pick any university that could have made education difficult for me due to the nature of the programs offered. The third choice is the kind of organization that I would like to work for once I finish college. My organization of choice is Mars Australia, which has the best employee management strategies by the end of 2017 (Cooper 2017, p. 3). The resource offers data on Australian firms and their performance on employee related issues. The information offers people knowledge on the expectations that they gain from a particular organization if they join. This data allows students to make the right choices for organizations that they aspire to join after college. Lack of such information can lead to an opportunity in any organization that fails to meet the job expectations of the individual. Another decision is my personal reading plan that I have adopted during my free time. This decision was based on reading strategies employed from learning. These strategies offer information on how to plan reading work and allocate time resources on each task based on the
Name3 strength of each of them. The data collected here improves my planning ability through an increased knowledge allocation of resources. The last decision is the consideration I made last week when my friends asked me to go out to the club at night with them. I chose not to attend the club because there had been reported issues on violence and crime in clubs recently. The issues have been published on newspapers, television and even social media on the dangers of hanging out in some areas. The data openly exists on social media and other news channels to keep Australians informed on the current crime rates in their localities. Lack of knowledge on information will have influenced the choice that I make without considering the risky factors that relate to the existing trends in the locality. Decision making is an integral element of life that human beings go through every day. As humans facts carry more weight than instincts, thus when making decisions, people base on the use of instincts to determine the choice that they make and how that choice meets their best desire or leads to a better outcome. In the five decisions that I made above, knowledge through data collection plays an important role in analyzing the outcome of each situation before adopting one that meets all the conditions (McNamara, et al. 2009 p. 12). This reduces ignorance, poor impulse control, and overconfidence which will all lead to poor decisions. Prior information that I had about the situations informed the decision that I took since I could easily make comparisons between the options that I had to determine the best decision that satisfies my needs. Using data to make decisions reduces the use of instincts or impulse which are non-factual feelings about a situation. In such cases, the pros and cons of each option are not weighed since there are no gathered facts that can inform decision making. Question two: Knowledge Management Knowledge management is the process of collecting and processing inform to create, disseminate and utilize the knowledge to fulfil organizational objectives. This process adds value and increases productivity within the organization (Sroka & Cygler 2014, p. 629). Schools are established on the basis of share knowledge where educators pass knowledge to learners through a process of learning. Managing of such knowledge can increase learning outcomes that is
Name4 measured through improved grades. Information technologies exist to make life easier and improve the learning process by increasing access to information at all times (Cha et al. 2015, p. 4). Information technology is used to increase knowledge management through providing adequate communication channels between teachers and students to discuss issues that affect education, receive and review feedback from others and develop strategies for improving the school based on the data (Zyngier 2010, p. 4). Such strategies allow data mining on student scores and identify trends in performance teachers can identify strengths and weaknesses in the student and develop strategies for addressing these challenges. Most Australian schools have technology enriched environments that allow students to achieve higher learning outcome. Thomson (2015, p.4) suggests that the Melbourne declaration requires schools to enable ICT resources to learners as a way of increasing access to a wide range of resources in the learning environment. James Ruse Agricultural High School is one of the schools that have embraced the role of ICT in knowledge management (James Ruse Agricultural High school 2017, p. 2). The school uses ICT to construct knowledge and add value to learning through creating new ideas and products for learners. ICT is used in knowledge management to improve the schools education philosophy of offering a dynamic curriculum that meets the standards of the twenty first century through integration of ICT in learning processes. The school uses the collaborative knowledge management framework through the knowledge conversion process that allows collecting and sharing information between different levels in the school. The process uses four models of socialization, externalization, combination and internalization (Nonaka, et al. 2000, p. 11). This knowledge is created through a spiral process that expands both horizontally and vertically across the school. Knowledge obtained is shared via the school internet network where employees, teachers and management have their own places of entering the system to sieve information. The system is designed in four layers of data acquisition, data analysis, search layer, content analysis layer and user interface layer that allow gathering and sharing information across the platform. The design of the system allows combination of different components of the collaborative framework to group tasks with their explanatory key words.
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Name5 One way that the knowledge management system can be improved is increasing the level of interaction between different areas of the organization (Saito & Umemoto 2005, p. 6). Since the school relies on student performance as a measure, then there is need to develop better knowledge socialization processes that allow learners and educators to interact closely. The level of data analysis should also be expanded to include detailed analysis of student’s performance beyond examination tests but to include other cognitive elements of comprehension that can be applied in the general life of the student. Question three: pros and cons of socialization and externalization Socialization This is the process of internalizing norms and ideologies of the society through learning and teaching. Learning takes place through both nature and nurture while education is through an established framework of learning (Moon 2006, p. 23). Pros of socialization The individual is impacted by the organizational learning process making it easy for adaption. Since the individual internalizes concepts, ideas and processes from the context of the organization, learning takes place through observing and doing thus creating an easy learning environment. It builds on organizational culture thus acting as an integration process where the individual learners how the organization operates through nature and nurture. The learning process has no limits since it is continuous and relies on the knowledge of other members of the organization. Knowledge is passed down from one level of the organization to the other without being exposed to organizational barriers.
Name6 Cons of socialization The process does not always yield the expected results since in some instances, the individual can find it difficult adapting to the organizational process. Since this process relies on knowledge sharing, the level of learning cannot be measured thus it can fail to yield the expected results. Since learning is people based and with no formal structure of passing and assessing the level of knowledge shared. Employees can learn the wrong thing in the organization if the source of information is also wrong. Since it relies on knowledge sharing, it has the challenge of passing on wrong traits from one individual to another. Since the process is not management driven but rather employee driven, it exposes the learner to unmeasured learning processes that be harmful to the individual and the organization. Externalization learning The externalization learning process of reflection where ideas are transformed by convert them into explicit form and then transferring them to the recipient to internalize (Cornu 2009, p. 281). Pros of externalization The method allows the use of both internalization and externalization process through converting knowledge into explicit forms that make it easy for the one to internalize. The process allows better learning since it incorporates the use of both internalization and externalization. One advantage of this process is that externalization allows the brain to understand the information from the external context which makes it easy for the brain to internalize.
Name7 Researchers argue that the human brain handles outside information better than the thoughts that exist in the head. This process implies that when the knowledge is externalized, it increases the chances of internalizing it since it allows the individual to absorb it from the outside environment. Cons of externalization Transfer of knowledge from internalization to externalization and then internalization is subject to distortion which may hinder the quality of the intended message. As part of human nature, when a message is transferred from one form or place to another, it is subject to distortion because of human weaknesses in internalization. If the approach is transfer knowledge to one person, socialization process works well since it allows one to learn from another person who has prior knowledge in the field. For example, when socialization an employee within the organization, the employee can be paired with an employee who is older in the system to allow him/her to learn the basics of the organization from the colleague (Moon 2006, p. 24). This is because socialization works well in person to person knowledge transfer. On the other hand, externalization works better in a group context since the information is broadcasted on a different medium or platform to allow the group to capture the content. When dealing with a larger group of people, it becomes difficult to share knowledge through socialization since the process relies on direct association. Therefore, externalization works better in a group context. Here, the socialized message from the source in externalized to a different source to allow the group to internalize the content (Cornu 2009, p. 283). This strategy works better by allowing the group to share and internalize the message together through assisted socialization. Question four: critique of knowledge management system Knowledge management is an ongoing process in an organization that cannot be measured as one time investment. Unlike other organizational processes knowledge management systems take time to yield the return on investment since it takes time for the organization to
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Name8 realize the benefits. Roch (2013) suggests that the fact that the process has been unsuccessful does not mean that the process has failed. The organization has calculated the return on investment using results from the first year of implementation which may not be accurate. Every technology implemented in an organization takes time to absorb and diffuse a new system. Technologies and new systems go through the process of adoption, adaption, absorption and optimization. Depending on the structures that have been put in place during the introduction of the new system, it takes different periods of time to yield the expected results. The organization seems to be faced with the difficulty of putting the new system to work effectively. Management is experiencing a higher distance between the technical promise and the genuine achievement that was expected. Once a new system has been installed into the organization, employees start the stages of technology diffusion (Botchkarev & Andru 2011, p. 251). Management needs to analyze the new system and determine the exact stage of diffusion that the new system has reached. The highest level of optimization is what yields the expected results since the new system will have completely diffused into the organization. Instead of panicking and thinking of how to install the knowledge management system. The organization needs to focus on optimizing the diffusion process to enable them calculate the actual results for the stage of implementation that the system is. This process will give the exact score that the company has realized. The cost of purchasing and implementing the software need to be analyzed to determine the input from the organization (Coelho & Vilares 2010, p. 29). Further, management has to analyze the savings that the system yields and use them to calculate the average return on investment that the system yields for the company. Therefore, the fact that the return on investment has not yielded the expected results does not mean that the system is useless. The new system is undergoing the stages of technological improvement that allow the technology to slowly diffuse into the organization and yield the expected results. Management should rather develop strategies that will increase system optimization and diffusion to allow the organization to reap the intended results (Leornard- Barton & Kraus 2005, p. 5). The calculations should be clearly analyzed to ensure that they meet all the requirements of calculating the impact of a system. Therefore, management should allow
Name9 the new knowledge management system time before drawing assumptions on the ineffectiveness and its inability to yield the expected return on investment. Since return on investment is the profitability ratio, management needs to consider other benefits that the system yields that cannot be measured directly in the return on investment process.
Name10 References AustralianGovernment 2018.Career information.[Online] Available at: https://www.australia.gov.au/information-and-services/jobs-and-workplace/career- information [Accessed 13 April 2018]. Botchkarev, A & Andru, P 2011. 'A Return on Investment as a Metric for Evaluating Information Systems: Taxonomy and Application'.Interdisciplinary Journal of Information, Knowledge, and Management,Volume 6, pp. 246-269. Cha, K J, Kim, Y S Park, B & Lee, CK 2015, 'Knowledge Management Technologies for Collaborative Intelligence: A Study of Case Company in Korea',International Journal of Distriuted Sensor Networks,10(2), pp. 1-15. Coelho, P & Vilares, M 2010, 'Measuring the return of quality investments'Total Quality Management,21(1), pp. 21-42. Cooper, L 2017, 'Australia's 'Best Places To Work' Named For 2017',Huffington Post, 30 August. Cornu, A L 2009, 'Meaning, internalization and externalization',Adult Education Quarterly, 59(4), pp. 278-297. Leornard-Barton, D & Kraus, W A 2005, 'Implementing New Technology',Havard Business Review, November. McNamara, D S, Boonthum, C, Levinstein, I B & Millis, K 2009,Handbook of Latent Semantic Analysis: Evaluating self-based and LSA algorithms.s.l, Psychology Press. Moon, J 2006,Learning journals: A handbook for reflective practice and professional development,London, Routledge. Nonaka, I Toyama, R & Konno, N 2000, 'SECI, Ba and leadership: A unified model of dynamic knowledge creation',Long Range Planning,Volume 33, pp. 5-34. Roch, H 2013,Measuring the ROI of Knowledge Management,London, Ark Group. Saito, A & Umemoto, K 2005,Linking knowledge management technologies to strategy.Sao Paulo, Brazil, Annual Information Technology Congress, CATI. James Ruse Agricultural High School 2017,Education.Available at http://www.jamesruse.nsw.edu.au/education[Accessed April 2018]. Sroka, W & Cygler, J 2014, 'Pathologies in inter-organizational networks',Procedia Economics and Finance,Volume 12, pp. 626-635.
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Name11 Thomson, S 2015,Australian students in a digital world,s.l., Australian Council for Education Research. Zyngier, S M 2010, 'The role of technology in knowledge management: trends in the Australian corporate environment,Journal of Management Studies,11(4), pp. 1-12.