• Journal of Physiology & Pathology in Korean Medicine
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• v.23 no.4
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• pp.765-771
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• 2009

The medical informatics for clustering Sasang types with collected clinical data is important for the personalized medicine, but it has not been thoroughly studied yet. The purpose of this study was to examine the usefulness of neural network data mining algorithm for traditional Korean medicine. We used Kohonen neural network, the Self-Organizing Map (SOM), for the analysis of biomedical information following data pre-processing and calculated the validity index as percentage correctly predicted and type-specific sensitivity. We can extract 12 data fields from 30 after data pre-processing with correlation analysis and latent functional relationship analysis. The profile of Myers-Briggs Type Inidcator and Bio-Impedance Analysis data which are clustered with SOM was similar to that of original measurements. The percentage correctly predicted was 56%, and sensitivity for So-Yang, Tae-Eum and So-Eum type were 56%, 48%, and 61%, respectively. This study showed that the neural network algorithm for clustering Sasang types based on clinical data is useful for the sasang type diagnostic test itself. We discussed the importance of data pre-processing and clustering algorithm for the validity of medical devices in traditional Korean medicine.

• Journal of Korean Academy of Fundamentals of Nursing
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• v.12 no.3
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• pp.404-412
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• 2005

Purpose: This study was done to examine the correlations between personality type and job satisfaction of nurses. Methods: Subjects included three hundred twelve nurses ages from 21 to 55. The Myers-Briggs Type Indicator(MBTI) was administered to determine the personality types of the nurses(n=312). A job satisfaction survey including a demographic and career questionnaire was also used. Data were analyzed using ANOVA. Results: The mean score fur job satisfaction was 113.68 out of 205. The result showed that there was no statistically significant correlation between job satisfaction and information gathering functions, S: Sensing, N: Intuition (t=.667, p=.499), T; Thinking, F; Feeling (t=.822, p=.412). The results, however, indicated that style for gaining energy(I: Introversion, E: Extroversion)(t=2.008, p=.046) and life dealing style(J : Judgement, P : Perception)(t=2.290, p=.023) were significantly correlated with job satisfaction. The extrovert focuses on the outside and get energy through interacting with people and doing things. Judgement type is described as organized, decisive, and orderly. Conclusion: Nurses in the extrovert and judgement types were more satisfied with their Jobs than those in the introvert and perceptive type. Other results support that educational level, marital status, job characteristics, clinical experiences, motivation for nursing, and night duty were correlated with job satisfaction.

• Journal of Physiology & Pathology in Korean Medicine
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• v.19 no.2
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• pp.304-314
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• 2005

The major concept of Sasang typology is that the disease susceptibility and drug response as well as physiological characteristics are presumed to be different depending on their Sasang types. Although characterizing fundamental basis of their traits are crucial in this research field, only pathological susceptibility and physical appearances were thoroughly studied. We evaluated their physiological characteristics by tapping psychological, physical and genetic traits of each Sasang types. After determining the Sasang type of one hundred three college students based on the Questionnaire for the Sasang Constitution Classification, the psychological, physical and genetic traits of each type were analyzed with the Myers-Briggs Type Indicator (MBTI), Bioelectrical Impedance Analysis and genetic polymorphism test, respectively. Each of the Sasang types showed significantly different profiles (Generalized estimation equation, coef=11.88, z=2.13, p=0.033), and could be distinctively classified based on their MBTI scores (discriminant analysis Wilks Lambda=0.611, df=8, chi-square=36.7, p<0.001). Subjects with the So-Eum type (Introversion and Judging) and the So-Yang type (Extroversion and Perceiving) showed contrasting psychological features, however they had similar anthropometric characteristics. Subjects with the Tae-Eum type showed bigger Body Mass Index ($R^2$=0.22, df=4, 74, F=5.07, p=0.001) and body shape compared to others. Although there were no significant differences in G-protein beta-3 subunit polymorphism, angiotensin-converting enzyme polymorphism and Methylenetetrahydrofolate reductase polymprhisms among groups with Sasang types, it was shown that the dopamine system could be one for genetic marker for Sasang typology. These results demonstrated distinctive and essential traits of Sasang typology using reproducible psychometric, anthropometric and genetic evaluations. We also found that the Sasang typology was a bio-psychological typology which could show trait-specific guideline for individualized medicine.

• Journal of the Korean Home Economics Association
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• v.40 no.3
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• pp.137-153
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• 2002

This research tried to examine how the love style is changed as the psychological tendency specifying individual personality types that other domestic and foreign researches have overlooked all this while. The subjects of this study were the college students and white and blue-collar employees. The instruments used in this study were the Love Attitude Scale and the MBTI (Myers-Briggs Type Indicator). When applying the MBTI and the Love Attitude Scale, 474 people were analyzed. To get the result, the data from the survey were processed by the statistical program, SPSS/PC$^+$. Specifically, the statistical methods employed in this study were frequency, percentile, mean, standard deviation, factor analysis and chi-square. The major findings are as follows: 1. The most frequent love style among single men and women in this study was the Eros (46.6%). The next frequent love style was the Storge (40.3%). The Ludus occupied the least portion (13.1%) among single men and women. 2. The personality types over 10% among 16 personality types of MBTI were ISTJ (Introverted Sensing Type) (19.4%), ESTJ (Extroverted Sensing Type) (13.1%), and ISTP (Introverted Thinking Type) (12.4%). 3. As a result of observing the relationship of the love stymie and the psychological tendency among single men and women, the love style was found to have relationship with TF preference (Judgement function) and JP preference (Life Style). However, there were no relationships with the love style and EI preference (focus of Energy), SN preference (Perception Function).

• Journal of Oriental Neuropsychiatry
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• v.26 no.2
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• pp.89-102
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• 2015

Objectives: To examine the medical effectiveness of meditation programs ($\alpha$ version) by psychological types. Methods: MBTI, which was created by Katharine Cook Briggs and Isabel Briggs Myers, was used as the Psychological Type test and to investigate psychological temperament and functions and psychological preferences. Heart rate variability was used to test the effectiveness of meditation by investigating time domains (mean HR, SDNN, PSI) and frequence domain parameters (TP, LF, HF, LF or HF norm, Ln (TP or VLF or LF or HF). Results: 1. The autonomic nervous system became active, and both time domains and frequency domains showed positive responses to meditation in heart rate variability tests, without distinction of Psychological Types. 2. In Psychological Types using sensing over intuition for perception, there were positive responses as well as an increase of the parasympathetic nervous system's activeness to meditation for heart rate variability tests, depending on psychological temperaments and psychological functions. 3. In heart rate variability tests by preferences, there was no difference. Extroversion and Introversion types, Sensing over Intuition Types, Thinking over Feeling Types, Judging over Perception Types had an increase of activeness of the parasympathetic nervous system. Therefore, meditation has a positive physical and psychological relaxing effect. Conclusions: A complex meditation program has a positive effect on overall meditation. Especially in the MBTI test, sensing was superior to intuition when people recognized objects. The Sensing, Thinking and Judging type was more advantageous than Intuition, Feeling and Perception, respectively. In the future, a well-designed control study is needed, to develop a suitable meditation for each personality type.

• Journal of Hospice and Palliative Care
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• v.18 no.2
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• pp.97-104
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• 2015

Purpose: The aim of this study was to investigate attitudes toward death according to personality types and to suggest the need to develop related hospice programs. Methods: Personality types were identified by the Korean version of the Myers-Briggs Type Indicator (MBTI) Form G. A questionnaire with 26 five-point Likert items was used to survey participants' attitudes toward death. Results: The ESFP personality type was most common (20%) among available 100 participants. Significant differences were observed in the attitudes towards death preparation according to personality type s. Participants with personality preference types E, T and J showed positive attitudes (P<0.05) toward death, but no significant differences were shown based on the SN index. Conclusion: The attitudes toward death differed by personality types. Therefore, this study points to the need to develop diverse hospice programs based on the personality types.

• Korean Journal of Human Ecology
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• v.20 no.4
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• pp.731-743
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• 2011

The purpose of this study was to explore the relationship between personality differences and marital conflict. In particular, this study examined what impact, if any, exists between groups married for fewer than five years(Group 1) and those married for five or more years(Group 2). The sample consisted of 368 married couples. Each couple was asked to complete two questionnaires: one for measuring marital conflict and another for assessing husbands' and wives' personalities using the Myers-Briggs Type Indicator(MBTI). The results of this study were as follows: First, between Group 1 and Group 2, marital conflict showed no differences. Second, no marital conflict, caused by the four types of personality, was found in Group 2. However, for Group 1, the marital conflict perceived by wives was influenced by J-P and S-N types of wives, and the marital conflict perceived by husbands was affected by J-P type of husbands and S-N type of wives. Third, for Group 1, the marital conflict perceived by wives was influenced by the difference between S-N types. The marital conflict perceived by husbands was affected by differences between S-N types and between J-P types. No marital conflict, caused by the difference of the four types of personality, was found in Group 2. The results showed that the four types of personality and the differences in personality types between the couples affected marital conflict, depending on the duration of marriage. Therefore, it is important for the newly married couple to comprehend their spouse's personality and to adjust their lifestyles stemming from their personality differences.

• Journal of Korea Game Society
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• v.16 no.2
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• pp.17-26
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• 2016

Various tools and studies improving quality of gamification systems have been suggested. Among those tools and studies, Butler suggested the gamification framework, which shows the preference of different game mechanics, applying particular motivational and behavioral tendencies in the Myers-Briggs Type Indicator(MBTI). The purpose of this paper is to validate if the preference of different game mechanics by MBTI personality types proposed by Butler would be existing. This study pointed out the problem of suggested gamification framework from butler through literature survey. Also, this study conducted statistical analyzation and survey to prove correlation between MBTI personality types and game mechanics. Through an experiment and analysis, this study proved that there is no correlation between MBTI personality types and preference of different game mechanics. The designer of gamification systems should consider that it is not effective to apply differential game mechanics by MBTI personality types. If need to design a gamification system, designer must consider game mechanics's characteristics in applied environmental condition.

• Journal of Society of Preventive Korean Medicine
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• v.13 no.2
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• pp.65-76
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• 2009

This study was to examine of physical and psychological traits to sasang constitution in college students. The subjects in this study were 114 people, who were consists of 35 persons of Taeeumin, 34 persons of Soyangin and 45 persons of Soeumin. We were analyzed psychological trait with the Myers-Briggs Type Indicators(MBTI) and State-Trait Anxiety Inventory(STAI) according to sasang constitution. Also, We were analyzed physical trait with the Body Mass Index(BMI) according to sasang constitution. Each sasang constitutions personality type showed significantly differences only in the extraversion and introversion(p=0.012). In the relationship of BMI, Taeeumin showed bigger BMI compared to others (p<0.001). As a result of logistic regression analysis, Soyangin was higher in the extraversion(odds ratio[OR], 3.48 ; 95% confidence interval [95% CI], 1.18-10.26) compared with Taeeumin. Also, each sasang constitutions showed significantly differences in trait-anxiety(p=0.047). The score of trait-anxiety in Soeumin was significantly higher than that in Taeeumin. The limitation of this study was that particular samples could not represent the population, because the students from one college had participated in this study. In the future, we will perform this study in general population. At the same time, we will also develop approaches considering physical and psychological aspects depending on the types of constitution in the management of subjects.

• Journal of Oral Medicine and Pain
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• v.36 no.1
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• pp.25-37
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• 2011

The purpose of this study is to investigate the relationship between personality type and symptoms and contributing factors of temporomandibular disorders. 199 college students completed the MBTI(Myers-Briggs Type Indicator) and a questionnaire and collected data were analyzed by SAS 9.2 program. The obtained results were as follows : 1. The prevalence of symptoms of temporomandibular disorders and mean scales of positive answers of contributing factors appeared to be higher in I type, S type, T type, P type than in E type, N type, F type, J type. 2. ISTP and ISFP among 16 types of personality seemed to have higher prevalence of symptoms and contributing factors of temporomandibular disorders than other types of personality. 3. Symptom of TMJ pain during mouth opening seemed to occur more frequently in I type, S type, F type, J type than in E type, N type, T type, P type. 4. Contributing factors including clenching and stressful state occurred significantly more frequently in I type than E type. Gum chewing habit occurred significantly more frequently in E type than in I type. 5. Unilateral chewing habit occurred significantly more frequently in J type than in P type. 6. Nervous or sensitive persons had significantly higher mean scales of positive answers of subjective symptoms than relaxed or general persons. 7. General persons had significantly lower mean scales of positive answers of contributing factors than nervous, sensitive and relaxed persons. In conclusion, these results show that there is the relationship between personality and temporomandibular disorders and patient education and counselling considering personality type may contribute to treating patients with temporomandibular disorders.