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Reducing the influence of individual cognitive biases”.

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  • 2015 год
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EkaterinaKonstantinovna

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Фрагменты работ

INTRODUCTION

As it is well known in nowadays world, cognitive biases are the reason of inaccurate and illogical interpretation or so-called irrationality. In the twenty first century the society is highly interested in being aware of psychological and cognitive process to become well-educated and, as a result, more effective individual.
Many of the biases affect belief formation, business and economic decisions, and human behavior in general. They are even more dangerous because individual's construction of social reality which is definitely not the objective input may dictate their behaviour in the social world. The other side of the cognitive process is worse if we pay attention to the well-known fact that cognitive biases are more and more often a result of one’s attempt to simplify information processing which leads to various forms of misunderstanding and makes communication more complicated for the involved individuals. We should also remember about stereotypes as one of cognitive biases considered to be an acute problem of modern society. Therefore, it is not surprising that reducing of individual cognitive biases is one of the most noteworthy aspects of psychological and cognitive issues.
According to the topicality, the subject of our research is individual cognitive biases which are especially important both for nowadays society and individuals.
We can lay down the aim of our research, which is to study reducing of individual cognitive biases. These aims determine more specific problems of our research:
— to define cognitive biases;
— to study cognitive biases as a psychological and cognitive phenomenon;
— to study various types of cognitive biases;
— to study cognitive biases impact on an individual;
— to study reducing of individual cognitive biases.
Thus, we can conclude that the object of our research is reducing of individual cognitive biases.
According to the subject, the aims and the problems of our research we use several research methods in our work such as theory as a system of logically interconnected statements, formalization and introspection.
This research consists of the contents, the introduction, two chapters, the conclusion and the list of used literature.


Contents

Contents 2
INTRODUCTION 3
1 Individual Cognitive Biases 4
1.1 Nature and Impact of Individual Cognitive Biases 4
1.2 Types of Individual Cognitive Biases 6
2 Reducing the Influence of Individual Cognitive Biases 8
CONCLUSION 13
WORKS CITED 14


CONCLUSION

Cognitive biases, such as confirmation bias or fundamental attribution error, are a human tendency to use shortcuts in information processing and decision-making. In clinical investigations, a bias is any systematic factor other than the intervention of interest that affects the magnitude of an observed difference in the outcomes of a treatment group and a control group. As many of the biases affect belief formation, business and economic decisions, and human behavior in general, they are considered to be highly important in effecting individuals. Therefore, it is significant to find a better way to reduce the influence of cognitive individual biases.
If people do not recognize them in their thinking, they will be prone to error. To understand the ways of reducing the influence of individual cognitive biases, we turned our attention to C. Beard, R.B. Weisberg and N. Amir and their study “Combined cognitive bias modification treatment for social anxiety disorder: a pilot trial. Depression and Anxiety” as well as some others.
The experiments suggest that educational games hold promise at effectively teaching people about cognitive biases, a fairly pernicious aspect of human information processing and decision-making. However, even more research is needed to examine whether other game features might have a greater impact on learning.


WORKS CITED

1. Alexander, W. H., Brown, J. W. (1 June 2010). Hyperbolically Discounted Temporal Difference Learning. - Neural Computation 22 (6). – Pp. 1511–1527.
2. Baumeister, R. F., Bushman, B. J. Social psychology and human nature: International Edition. - Belmont, USA: Wadsworth, 2010. – P. 141-151.
3. Beard, C., Weisberg, R.B., Amir, N. Combined cognitive bias modification treatment for social anxiety disorder: a pilot trial. Depression and Anxiety. - 28(11), 2011. - Pp. 981-988.
4. Browning, M., Holmes, E. A., Murphy, S. E., Goodwin, G. M., Harmer, C. J. (2010). Lateral prefrontal cortex mediates the cognitive modification of attentional bias. - Biol Psychiatry, 67 (10), 2010. – Pp. 919–925.
5. Eysenck, M. W., Derakshan, N., Santos, R., Calvo, M. G. Anxiety and cognitive performance: Attentional control theory. - Emotion 7 (2), 2007. – Pp. 336–353.
6. Clark, D. A., & Beck, A. T. Cognitive Therapy of Anxiety Disorders: Science and Practice. - London: Guildford, 2009. – Pp. 120-126.
7. Eberl, C., Wiers, R. W., Pawelczack, S., Rinck, M., Becker, E. S., Lindenmeyer, J. Approach bias modification in alcohol dependence: Do clinical effects replicate and for whom does it work best? - Developmental Cognitive Neuroscience, 4 (0), 2013. – Pp. 38–51.
8. Haizlip, J. et al. Perspective: The Negativity Bias, Medical Education, and the Culture of Academic Medicine: Why Culture Change Is Hard. Baron, J. Thinking and deciding. - Cambridge University Press, 2010. – Pp. 273-277.
9. Hakamata, Y., Lissek, S., Bar-Haim, Y., Britton, J. C., Fox, N. A., Leibenluft, E., Pine, D. S. (2010). Attention bias modification treatment: a meta-analysis toward the establishment of novel treatment for anxiety. – Biol Psychiatry, 68 (11), 2010. – Pp. 982–990.
10. Haran, U., Ritov, I., Mellers, B. A. The role of actively open-minded thinking in information acquisition, accuracy, and calibration. - Judgment & Decision Making 8.3, 2013. – Pp. 289-302.
11. Hardman, D. Judgment and decision making: psychological perspectives. - Wiley-Blackwell, 2009. – Pp. 64-81.
12. Holmes, E. A., Lang, T. J., Shah, D. M. (2009). Developing interpretation bias modification as a “cognitive vaccine” for depressed mood: imagining positive events makes you feel better than thinking about them verbally. – Abnorm Psychol., 118 (1), 2009. – Pp. 76–88.
13. Hoppe, E. I., Kusterer, D. J. Behavioral biases and cognitive reflection. - Economics Letters 110.2, 2011. – Pp. 97-100.
14. MacLeod, C., Mathews, A. Cognitive Bias Modification Approaches to Anxiety. - Annu Rev Clin Psychol, 8, 2012. – Pp. 189-217.
15. Rogers, P., Davis, T., Fisk, J. Paranormal belief and susceptibility to the conjunction fallacy. Applied cognitive psychology 23.4, 2009. – Pp. 524-542.
16. Stanovich, K. E., West, R. F., Toplak, M. E. Intelligence and rationality. In R. J. Sternberg & S. B. Kaufman (Eds.), Cambridge Handbook of Intelligence. - New York: Cambridge University Press, 2011. - Pp. 784-826.
17. Toplak, M. E., West, R. F., Stanovich, K. E. The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks. - Memory & Cognition 39.7. 2011. – Pp. 1275-1289.
18. Ungar, L., et al. The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions. - AAAI Fall Symposium Series, 2012. – Pp. 128-147.
19. Emmelkamp, P. Attention bias modification: the Emperor's new suit? http://www.biomedcentral.com/1741-7015/10/63 Reviewed: 14.02.2015 in 21:16.
20. Haeffel, G. J., Rozek, D. C., Hames, J. L., Technow, J. Too Much of a Good Thing: Testing the Efficacy of a Cognitive Bias Modification Task for Cognitively Vulnerable Individuals. http://www3.nd.edu/~ghaeffel/Resources/Haeffeletal2012.pdf Reviewed: 14.02.2015 in 21:48.
21. Hilbert, M. Toward a synthesis of cognitive biases: How noisy information processing can bias human decision making. - Psychological Bulletin, 138(2), 2012. – Pp. 211–237. Also available: http://www.martinhilbert.net/HilbertPsychBull.pdf Reviewed: 14.02.2015 in 9:27.
22. https://sites.google.com/site/skepticalmedicine/cognitive-biases Reviewed: 13.02.2015 in 22:13.
23. http://www.nlm.nih.gov/nichsr/hta101/ta101014.html Reviewed: 13.02.2015 in 22:16.
24. http://journals.lww.com/academicmedicine/Fulltext/2012/09000/Perspective___The_Negativity_Bias,_Medical.19.aspx Reviewed: 14.02.2015 in 9:05.



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Фрагменты работ

INTRODUCTION

As it is well known in nowadays world, cognitive biases are the reason of inaccurate and illogical interpretation or so-called irrationality. In the twenty first century the society is highly interested in being aware of psychological and cognitive process to become well-educated and, as a result, more effective individual.
Many of the biases affect belief formation, business and economic decisions, and human behavior in general. They are even more dangerous because individual's construction of social reality which is definitely not the objective input may dictate their behaviour in the social world. The other side of the cognitive process is worse if we pay attention to the well-known fact that cognitive biases are more and more often a result of one’s attempt to simplify information processing which leads to various forms of misunderstanding and makes communication more complicated for the involved individuals. We should also remember about stereotypes as one of cognitive biases considered to be an acute problem of modern society. Therefore, it is not surprising that reducing of individual cognitive biases is one of the most noteworthy aspects of psychological and cognitive issues.
According to the topicality, the subject of our research is individual cognitive biases which are especially important both for nowadays society and individuals.
We can lay down the aim of our research, which is to study reducing of individual cognitive biases. These aims determine more specific problems of our research:
— to define cognitive biases;
— to study cognitive biases as a psychological and cognitive phenomenon;
— to study various types of cognitive biases;
— to study cognitive biases impact on an individual;
— to study reducing of individual cognitive biases.
Thus, we can conclude that the object of our research is reducing of individual cognitive biases.
According to the subject, the aims and the problems of our research we use several research methods in our work such as theory as a system of logically interconnected statements, formalization and introspection.
This research consists of the contents, the introduction, two chapters, the conclusion and the list of used literature.


Contents

Contents 2
INTRODUCTION 3
1 Individual Cognitive Biases 4
1.1 Nature and Impact of Individual Cognitive Biases 4
1.2 Types of Individual Cognitive Biases 6
2 Reducing the Influence of Individual Cognitive Biases 8
CONCLUSION 13
WORKS CITED 14


CONCLUSION

Cognitive biases, such as confirmation bias or fundamental attribution error, are a human tendency to use shortcuts in information processing and decision-making. In clinical investigations, a bias is any systematic factor other than the intervention of interest that affects the magnitude of an observed difference in the outcomes of a treatment group and a control group. As many of the biases affect belief formation, business and economic decisions, and human behavior in general, they are considered to be highly important in effecting individuals. Therefore, it is significant to find a better way to reduce the influence of cognitive individual biases.
If people do not recognize them in their thinking, they will be prone to error. To understand the ways of reducing the influence of individual cognitive biases, we turned our attention to C. Beard, R.B. Weisberg and N. Amir and their study “Combined cognitive bias modification treatment for social anxiety disorder: a pilot trial. Depression and Anxiety” as well as some others.
The experiments suggest that educational games hold promise at effectively teaching people about cognitive biases, a fairly pernicious aspect of human information processing and decision-making. However, even more research is needed to examine whether other game features might have a greater impact on learning.


WORKS CITED

1. Alexander, W. H., Brown, J. W. (1 June 2010). Hyperbolically Discounted Temporal Difference Learning. - Neural Computation 22 (6). – Pp. 1511–1527.
2. Baumeister, R. F., Bushman, B. J. Social psychology and human nature: International Edition. - Belmont, USA: Wadsworth, 2010. – P. 141-151.
3. Beard, C., Weisberg, R.B., Amir, N. Combined cognitive bias modification treatment for social anxiety disorder: a pilot trial. Depression and Anxiety. - 28(11), 2011. - Pp. 981-988.
4. Browning, M., Holmes, E. A., Murphy, S. E., Goodwin, G. M., Harmer, C. J. (2010). Lateral prefrontal cortex mediates the cognitive modification of attentional bias. - Biol Psychiatry, 67 (10), 2010. – Pp. 919–925.
5. Eysenck, M. W., Derakshan, N., Santos, R., Calvo, M. G. Anxiety and cognitive performance: Attentional control theory. - Emotion 7 (2), 2007. – Pp. 336–353.
6. Clark, D. A., & Beck, A. T. Cognitive Therapy of Anxiety Disorders: Science and Practice. - London: Guildford, 2009. – Pp. 120-126.
7. Eberl, C., Wiers, R. W., Pawelczack, S., Rinck, M., Becker, E. S., Lindenmeyer, J. Approach bias modification in alcohol dependence: Do clinical effects replicate and for whom does it work best? - Developmental Cognitive Neuroscience, 4 (0), 2013. – Pp. 38–51.
8. Haizlip, J. et al. Perspective: The Negativity Bias, Medical Education, and the Culture of Academic Medicine: Why Culture Change Is Hard. Baron, J. Thinking and deciding. - Cambridge University Press, 2010. – Pp. 273-277.
9. Hakamata, Y., Lissek, S., Bar-Haim, Y., Britton, J. C., Fox, N. A., Leibenluft, E., Pine, D. S. (2010). Attention bias modification treatment: a meta-analysis toward the establishment of novel treatment for anxiety. – Biol Psychiatry, 68 (11), 2010. – Pp. 982–990.
10. Haran, U., Ritov, I., Mellers, B. A. The role of actively open-minded thinking in information acquisition, accuracy, and calibration. - Judgment & Decision Making 8.3, 2013. – Pp. 289-302.
11. Hardman, D. Judgment and decision making: psychological perspectives. - Wiley-Blackwell, 2009. – Pp. 64-81.
12. Holmes, E. A., Lang, T. J., Shah, D. M. (2009). Developing interpretation bias modification as a “cognitive vaccine” for depressed mood: imagining positive events makes you feel better than thinking about them verbally. – Abnorm Psychol., 118 (1), 2009. – Pp. 76–88.
13. Hoppe, E. I., Kusterer, D. J. Behavioral biases and cognitive reflection. - Economics Letters 110.2, 2011. – Pp. 97-100.
14. MacLeod, C., Mathews, A. Cognitive Bias Modification Approaches to Anxiety. - Annu Rev Clin Psychol, 8, 2012. – Pp. 189-217.
15. Rogers, P., Davis, T., Fisk, J. Paranormal belief and susceptibility to the conjunction fallacy. Applied cognitive psychology 23.4, 2009. – Pp. 524-542.
16. Stanovich, K. E., West, R. F., Toplak, M. E. Intelligence and rationality. In R. J. Sternberg & S. B. Kaufman (Eds.), Cambridge Handbook of Intelligence. - New York: Cambridge University Press, 2011. - Pp. 784-826.
17. Toplak, M. E., West, R. F., Stanovich, K. E. The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks. - Memory & Cognition 39.7. 2011. – Pp. 1275-1289.
18. Ungar, L., et al. The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions. - AAAI Fall Symposium Series, 2012. – Pp. 128-147.
19. Emmelkamp, P. Attention bias modification: the Emperor's new suit? http://www.biomedcentral.com/1741-7015/10/63 Reviewed: 14.02.2015 in 21:16.
20. Haeffel, G. J., Rozek, D. C., Hames, J. L., Technow, J. Too Much of a Good Thing: Testing the Efficacy of a Cognitive Bias Modification Task for Cognitively Vulnerable Individuals. http://www3.nd.edu/~ghaeffel/Resources/Haeffeletal2012.pdf Reviewed: 14.02.2015 in 21:48.
21. Hilbert, M. Toward a synthesis of cognitive biases: How noisy information processing can bias human decision making. - Psychological Bulletin, 138(2), 2012. – Pp. 211–237. Also available: http://www.martinhilbert.net/HilbertPsychBull.pdf Reviewed: 14.02.2015 in 9:27.
22. https://sites.google.com/site/skepticalmedicine/cognitive-biases Reviewed: 13.02.2015 in 22:13.
23. http://www.nlm.nih.gov/nichsr/hta101/ta101014.html Reviewed: 13.02.2015 in 22:16.
24. http://journals.lww.com/academicmedicine/Fulltext/2012/09000/Perspective___The_Negativity_Bias,_Medical.19.aspx Reviewed: 14.02.2015 in 9:05.



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