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Can Data-Driven Analysis Demonstrate the Plausibility of Traditional Medical Typology?

채한|Siwoo Lee|Soo Jin Lee
대한한방신경정신과학회 (The Korean Society Of Oriental Neuropsychiatry)|2021.12|동의신경정신과학회지 (The Korean Society of Oriental Neuropsychiatry)|제32권 제4호|pp. 303-320|DOI 10.7231/jon.2021.32.4.303

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참고문헌

키워드

Latent profile analysisSasang Personality QuestionnaireData-driven analysisNEO-Personality InventoryPsychosomatic complexSasang typology.
주제분류한의학

초록

Objectives: Although medical typologies based on indigenous biopsychological ideas have been described, their integrity has been questioned due to its theory-driven nature in categorization. Therefore, studies on the Sasang typology, a temperament-based traditional Korean medicine, are needed to examine whether it is possible to classify types of specific biopsychological profiles using data- driven analysis. Methods: Psychological measures of the Eastern Sasang Personality Questionnaire (SPQ) and Western NEO-Personality Inventory (NEO-PI) along with physical measures and Sasang types were acquired from 2,049 participants. Latent groups based on the SPQ and NEO-PI subscale scores were extracted using Latent Profile Analysis. Their psychosomatic features were then compared with those of Sasang types. Results: Three SPQ-based latent groups showed distinctive psychological and physical features consistent with those of Sasang types. However, four NEOPI-based latent groups presented only psychological features. Furthermore, SPQ-High and SPQ-Low latent groups demonstrated similar psychosomatic profiles to those of So-Yang and So-Eum Sasang types, respectively. Conclusions: This study illustrates that biopsychological profiles of Sasang types are supported by psychosomatic features of latent groups based on SPQ of Eastern psychology, signifying that the categorization of Sasang typology have acceptable validity and reliability.

Abstract

Objectives: Although medical typologies based on indigenous biopsychological ideas have been described, their integrity has been questioned due to its theory-driven nature in categorization. Therefore, studies on the Sasang typology, a temperament-based traditional Korean medicine, are needed to examine whether it is possible to classify types of specific biopsychological profiles using data- driven analysis. Methods: Psychological measures of the Eastern Sasang Personality Questionnaire (SPQ) and Western NEO-Personality Inventory (NEO-PI) along with physical measures and Sasang types were acquired from 2,049 participants. Latent groups based on the SPQ and NEO-PI subscale scores were extracted using Latent Profile Analysis. Their psychosomatic features were then compared with those of Sasang types. Results: Three SPQ-based latent groups showed distinctive psychological and physical features consistent with those of Sasang types. However, four NEOPI-based latent groups presented only psychological features. Furthermore, SPQ-High and SPQ-Low latent groups demonstrated similar psychosomatic profiles to those of So-Yang and So-Eum Sasang types, respectively. Conclusions: This study illustrates that biopsychological profiles of Sasang types are supported by psychosomatic features of latent groups based on SPQ of Eastern psychology, signifying that the categorization of Sasang typology have acceptable validity and reliability.

참고문헌 (52)

  1. Lee SJ, "Biopsychological traits of Sasang typology based on Sasang personality questionnaire and body mass index", BMC Complement Altern Med, 14(1), pp.315~ (2014)
  2. Pailhez G, "Body shape and psychiatric diagnosis revisited", International Journal of Psychiatry in Clinical Practice, 14(4), pp.236~243 (2010)
  3. Chae H, "Psychological profile of sasang typology : a systematic review", Evid Based Complement Alternat Med, 6, pp.21~29 (2009)
  4. Chae H, "An alternative way to individualized medicine : psychological and physical traits of Sasang typology", J Altern Complement Med, 9(4), pp.519~528 (2003)
  5. Kretschmer E, "Physique and Character: An Investigation of the Nature of Constitution and of the Theory of temperament" (1925), Harcourt Brace
  6. Sheldon WH, "The varieties of human physique : an introduction to constitutional psychology" (1940), Harper
  7. Veith I, "The Yellow Emperor’s Classic of Internal Medicine" (1949), Williams & Wilkins Co
  8. Sumantran VN, "Insights on personalized medicine from Ayurveda", J Altern Complement Med, 19(4), pp.370~375 (2013)
  9. 채한, "Best-fit index for describing physical perspectives in Sasang typology", Integrative Medicine Research, 4(1), pp.20~28 (2015), 한국한의학연구원[DOI]
  10. 임수혜, "Pharmacognostic outlooks on medical herbs of Sasang typology", Integrative Medicine Research, 6(3), pp.231~239 (2017), 한국한의학연구원[DOI]
  11. 채한, "Personalized acupuncture treatment with Sasang typology", Integrative Medicine Research, 6(4), pp.329~336 (2017), 한국한의학연구원[DOI]
  12. Chae H, "Development and validation of a personality assessment instrument for traditional Korean medicine : Sasang Personality Questionnaire", Evid Based Complement Alternar Med, 2012, pp.657013~ (2012)
  13. 채한, "The Yin-Yang personality from biopsychological perspective using revised Sasang Personality Questionnaire", Integrative Medicine Research, 10(1), pp.1~8 (2021), 한국한의학연구원[DOI]
  14. 채한, "객관적인 생리심리 지표를 사용한 사상체질 진단 연구", 사상체질의학회지, 33(2), pp.1~13 (2021), 사상체질의학회
  15. 한지한, "사상의학의 심리학적 연구에 대한 체계적 고찰", 사상체질의학회지, 31(1), pp.36~63 (2019), 사상체질의학회[DOI]
  16. 한유리, "Systematic review of type-specific pathophysiological symptoms of Sasang typology", Integrative Medicine Research, 5(2), pp.83~98 (2016), 한국한의학연구원[DOI]
  17. 이미숙, "Digestive system-related pathophysiological symptoms of Sasang typology: Systematic review", Integrative Medicine Research, 2(2), pp.39~48 (2013), 한국한의학연구원[DOI]
  18. Song KH, "Prevalence of metabolic syndrome according to Sasang constitutional medicine in Korean subjects", Evid Based Complement Alternat Med, 2012, pp.646794~ (2012)
  19. Lee J, "The Sasang constitutional types can act as a risk factor for hypertension", Clin Exp Hypertens, 33(8), pp.525~532 (2011)
  20. Choi K, "Sasang constitutional types can act as a risk factor for insulin resistance", Diabetes Res Clin Pract, 91(3), pp.e57~e60 (2011)
  21. 김윤영, "외상 후 스트레스 장애의 위험요인으로서의 사상체질", 사상체질의학회지, 32(1), pp.22~29 (2020), 사상체질의학회[DOI]
  22. Chae H, "Comment on"Manifestations of sasang typology according to common chronic diseases in koreans"", Evid Based Complement Alternat Med, 2020, pp.8706183~ (2020)
  23. 배나영, "사상체질병증 임상진료지침: 예방 및 위험인자", 사상체질의학회지, 27(1), pp.82~109 (2015), 사상체질의학회
  24. 이승구, "사상체질과 골밀도, 골감소증, 골다공증과의 연관성", 사상체질의학회지, 32(3), pp.33~45 (2020), 사상체질의학회[DOI]
  25. Lee SJ, "Biopsychological structure of Yin-Yang using Cloninger’s Temperament model and Carver and White’s BIS", BAS scale, 2016, pp.4, e2021~e2021
  26. 김민성, "사상성격검사(SPQ)의 한의학적 활용 현황에 대한 체계적 문헌 분석", 동의신경정신과학회지, 32(3), pp.167~184 (2021), 대한한방신경정신과학회[DOI]
  27. Gerlach M, "A robust data-driven approach identifies four personality types across four large data sets", Nature Human Behaviour, 2(10), pp.735~742 (2018)
  28. Chae H, "Cloninger’s TCI associations with adaptive and maladaptive emotion regulation strategies", PeerJ, 7, pp.e7958~ (2019)
  29. Lanza ST, "Handbook of psychology", pp.663~685 (2003)
  30. 이수진, "The effects of personality traits on academic burnout in Korean medical students", Integrative Medicine Research, 6(2), pp.207~213 (2017), 한국한의학연구원[DOI]
  31. Hyun MK, "Association between digestive symptoms and sleep disturbance : a cross-sectional com-munity-based study", BMC Gastroenterology, 19(1), pp.34~ (2019)
  32. 강기림, "세계 전통 체질 의학 비교 연구", 한국한의학연구원논문집, 15(3), pp.35~43 (2009), 한국한의학연구원
  33. 백영화, "체형, 성격, 소증 기반 단축형 사상체질 진단설문지(KS-15) 개발 및 타당도 연구", 사상체질의학회지, 27(2), pp.211~221 (2015), 사상체질의학회[DOI]
  34. Park J-E, "Effect of Lifestyle Factors on Hypertension by Constitution Type : A Large Community-Based Study", Evid Based Complement Alternat Med, 2019, pp.3231628~ (2019)
  35. 배광호, "1년간 검사-재검사법을 통한 단축형 사상체질 진단 설문(KS-15)의 신뢰도 평가", 사상체질의학회지, 31(2), pp.12~21 (2019), 사상체질의학회[DOI]
  36. 김윤영, "단축형 사상체질 진단 설문지(KS-15)의 검사-재검사 신뢰도 연구", 동의생리병리학회지, 30(3), pp.177~183 (2016), 한의병리학회[DOI]
  37. 이수진, "중학생에서 음양 기질과 문제 행동의 관련성", 동의신경정신과학회지, 28(2), pp.61~72 (2017), 대한한방신경정신과학회
  38. Bo Kyung Hwang, "Validity of Yin-Yang temperament in Sasang Personality Questionnaire", Integrative Medicine Research, 7(1), pp.77~84 (2018), 한국한의학연구원[DOI]
  39. McCrae R, "The five-factor model of personality:Theoretical perspectives", pp.51~87 (1996), Guilford Press
  40. Min B, "NEO-PI-R" (1997), PSI Consulting
  41. Jang E, "A Study on the Reliability of Sasang Constitutional Body Trunk Measurement", Evid Based Complement Alternat Med, 2012, pp.604842~ (2012)
  42. Rohrer F, "The index of corpulence as measure of nutritional state", Münchner Med, 68, pp.580~582 (1921)
  43. Seltzer CC, "Some re-evaluations of the build and blood pressure study, 1959 as related to ponderal index, somatotype and mortality", New Eng J Med, 274(5), pp.254~259 (1966)
  44. Energy and protein requirements: report of a joint FAO, "WHO", UNU Expert Consultation, World Health Organization, pp.1985, ~
  45. Muthén LK, "MPlus: statistical analysis with latent variables--User’s guide" (2012), Muthén &Muthén
  46. Nylund KL, "Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling : A Monte Carlo Simulation Study", Structural Equation Modeling : A Multidisciplinary Journal, 14(4), pp.535~569 (2007)
  47. Muthén B, "The Sage handbook of quantitative methodology for the social sciences", pp.106~109 (2004)
  48. 이수진, "초등학생에 있어서의 사상성격검사 타당화 연구", 대한한방소아과학회지, 31(1), pp.12~24 (2017), 대한한방소아과학회
  49. Lee SJ, "Is the cognitive emotion regulation strategy related to Yin-Yang personality traits?", Eur J Integr Med, 26, pp.24~30 (2019)
  50. Leitan ND, "The mind-body relationship in psychotherapy : grounded cognition as an explanatory framework", Frontiers in Psychology, 5, pp.472~ (2014)
  51. Cheung FM, "Toward a new approach to the study of personality in culture", American Psychologist, 66(7), pp.593~603 (2011)
  52. 이미숙, "Biopsychological and pathophysiological features of Cold-Heat subgroup of Sasang typology with Sasang Digestive Function Inventory, Sasang Personality Questionnaire and Body Mass Index", Integrative Medicine Research, 7(1), pp.68~76 (2018), 한국한의학연구원[DOI]

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