우울과 불안의 변별적 진단을 위한 다차원 정서 척도의 개발
Development of an Multi-dimentional Affect Scale for Distinguishing between Depression and Anxiety
2
조회
0
다운로드
6
인용
0
참고문헌
키워드
초록
우울과 불안은 진단 기준, 관련 이론, 증상 등에서 유사한 점이 많아 기존의 척도로는 서로를 변별하기 어렵다는 문제가 있다. 본 연구에서는 정적 정서와 부적 정서가 우울, 불안과 높은 관련성을 가지고 있다는 선행 연구를 근거로 우울과 불안의 변별적 진단을 목적으로 하는 진단 척도를 개발하였다. 먼저 우울과 불안의 공통분을 제거한 편상관 계수를 기준으로, 한 쪽에만 높은 상관을 나타내는 문항들을 찾아서 우울 및 불안에 대한 씨앗 척도를 구성하였다. 이 두 씨앗 척도를 독립변수로, 각 정서 문항을 종속변수로 하는 다중 회귀를 시행하여 회귀 계수를 구했으며, 이것을 우울과 불안 점수의 배점으로 사용하였다. 이렇게 개발된 정서 척도는 좋은 내적 일치도를 나타냈으며, 기존 척도와는 높은 상관을 가지면서도 서로에 대한 상관은 더 낮았기 때문에, 기존 척도만큼 잘 측정하면서도 우울과 불안을 좀 더 잘 변별할 것으로 기대되었다. 실제 활용을 위해서 정서에 대한 문화적 특성을 보완하고, 보다 정교한 통계적 방법을 적용해야 할 것이며, 임상집단을 대상으로 하는 타당화 연구를 제안하였다.
Abstract
The depression and anxiety are the most popular mental disorders and not easy to distinguish because of their lots of similarities in the diagnostic criteria, related theories, and clinical symptoms. In this article, we developed the affect scale for distinguishable diagnosis, utilized the relationships between the Positive and Negative affect, and the depression and anxiety. We made up the seed scale of the items which selected by partial correlation, and set the scoring up by multiple regression method. The Multi-dimentional affect scale is reliable and working similarly as the scales used before, but less correlated to each other. We conclude that the affect scale achieved the diagnosis for distinguish between depression and anxiety. Our suggestions for the further study are to redeem the cultural differences, modify by the elaborate methods, and validate by the actual clinical data.
참고문헌 (68)
- R. C. Kessler, "Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication", Archives of General Psychiatry, 62(6), pp.617~627 (2005)
- S. M. Kwon, "Relationship between depression and anxiety: Their commonness and difference in related life events and cognitions", Psychological Science, 5(1), pp.13~38 (1996)
- 박영남, "우울장애와 불안장애의 공유 특성", 생물치료정신의학, 9(1), pp.118~128 (2003), 대한생물치료정신의학회
- H. J. Yang, "Factor analysis of the Beck Depression Inventory in anxiety disorder", Master, pp.2011
- D. Watson, "Positive and Negative Affectivity and Their Relation to Anxiety and Depressive Disorders", Journal of Abnormal Psychology, 97(3), pp.34~353 (1988)
- J. M. Gorman, "Comorbidity of depression and panic disorder", The Journal of clinical psychiatry, 57(Suppl. 10), pp.34~43 (1996)
- J. M. Gorman, "Comorbid depression and anxiety spectrum disorders", Depress Anxiety, 4(4), pp.160~168 (1996)
- K. J. Ressler, "Targeting abnormal neural circuits in mood and anxiety disorders: from the laboratory to the clinic", Nature neuroscience, 10(9), pp.1116~1124 (2007)
- P. P. Roy-Byrne, "Lifetime panic-depression comorbidity in the National Comorbidity Survey: association with symptoms, impairment, course and help-seeking", The British Journal of Psychiatry, 176(3), pp.229~235 (2000)
- S. E. Bruce, "Influence of psychiatric comorbidity on recovery and recurrence in generalized anxiety disorder, social phobia, and panic disorder: a 12-year prospective study", American Journal of psychiatry, 162(6), pp.1179~1187 (2005)
- M. Roth, "Studies in the classification of affective disorders: The relationship between anxiety states and depressive illnesses—I", The British Journal of Psychiatry, 121(561), pp.147~161 (1972)
- C. Gurney, "Studies in the classification of affective disorders: The relationship between anxiety states and depressive illnesses—II", The British Journal of Psychiatry, 121(561), pp.162~166 (1972)
- L. C. Kolb, "Modern clinical psychiatry" (1982), Sauders
- The survey of mental disorder in Korea, "J. Hong", Ministry of Health and Welfare, ~ (2017)
- K. Chon, "Preliminary Development of Korean Version of CES-D", Korean Journal of Clinical Psychology, 11(1), pp.65~76 (1992)
- B. Ham, "A Study on the Stigma Perception of Depression Patients", Mood and emotion, 2(4), pp.237~244 (2004)
- K. B. Wells, "The functioning and well-being of depressed patients: results from the Medical Outcomes Study", Jama, 262(7), pp.914~919 (1989)
- P. E. Greenberg, "The economic burden of depression in 1990", The Journal of Clinical Psychiatry, 54(11), pp.405~418 (1993)
- N. Sartorius, "Physical symptoms of depression as a public health concern", The Journal of clinical psychiatry, 64, pp.3~4 (2003)
- P. Clayton, "Follow-up and family study of anxious depression", American Journal of Psychiatry, 148, pp.1512~1517 (1991)
- M. Fava, "What clinical and symptom features and comorbid disorders characterize outpatients with anxious major depressive disorder: A replication and extension", Canadian Journal of Psychoatry, 51(13), pp.823~835 (2006)
- L. A. Clark, "Tripartite model of anxiety and depression: psychometric evidence and taxonomic implications", Journal of abnormal psychology, 100(3), pp.316~336 (1991)
- D. J. Stein, "Textbook of anxiety disorders" (2009), American Psychiatric Pub
- P. A. Di Nardo, "Comorbidity of Mood and Anxiety Disorders", pp.205~230 (1990), American Psychiatric Press
- J. A. Russell, "A Circumplex Model of Affect", Journal of Personality and Social Psychology, 39(6), pp.1161~1178 (1980)
- D. Watson, "Cross-cultural convergence in the structure of mood: A Japanese replication and a comparison with U. S. findings", Journal of Personality and Social Psychology, 47, pp.127~144 (1984)
- D. Watson, "Toward a consensual structure of mood", Psychological Bulletin, 98, pp.219~235 (1985)
- D. P. Green, "Measurement error masks bipolarity in affect ratings", Journal of Personality and Social Psychology, 64, pp.1029~1041 (1993)
- A. Tellegen, "On the dimensional and hierarchical structure of affect", Psychological Science, 10, pp.297~303 (1999)
- A. Tellegen, "Further support for a hierarchical model of affect: Reply to Green and Salovey", Psychological Science, 10, pp.307~309 (1999)
- J. A. Russell, "Emotion, core affect, and psychological construction", Cognition and Emotion, 23(7), pp.1259~1283 (2009)
- G. W. Farthing, "The psychology of consciousness" (1992), Prentice-Hall
- J. A. Russell, "Core affect and the psychological construction of emotion", Psychological Review, 110, pp.145~172 (2003)
- R.S. Lazarus, "Stress, appraisal, and coping" (1984), Springer Publication Company
- A. Ortony, "The cognitive structure of emotions" (1990), Cambridge University Press
- K. Scherer, "Appraisal processes in emotion: Theory, methods, research" (2001), Oxford University Press
- I. Juvina, "Modeling valuation and core affect in a cognitive architecture: The impact of valence and arousal on memory and decision-making", Cognitive Systems Research, 48, pp.4~24 (2018)
- E. Hudlika, "Synthesizing human emotion in intelligent systems and robotics" (2015), IGI Global
- S. Marsella, "A blue print for affective computing: A source book and manual", pp.21~46 (2010), Oxford University Press
- F. E. Ritter, "Two cognitive modeling frontiers:Emotions and usability", Journal of Japanese AI Research, 24(2), pp.241~249 (2009)
- C. L. Dancy, "ACT-RΦ: A cognitive architecture with physiology and affect", Biologically Inspired Cognitive Architectures, 6(1), pp.40~45 (2013)
- R. P. Marinier, "A computational unification of cognitive behavior and emotion", Cognitive Systems Research, 10, pp.48~69 (2009)
- S. Marsella, "EMA: A process model of appraisal dynamics", Journal of Cognitive Systems Research, 10(1), pp.70~90 (2009)
- R. Sun, "Emotion: A unified mechanistic interpretation from a cognitive architecture", Cognitive Computation, 8(1), pp.1~14 (2016)
- C. Becker-Asano, "Affect simulation with primary and secondary emotions", Paper presented at the 8th international conference on intelligent virtual agents (2008)
- Jennifer K. MacCormack, "Feeling hangry? When hunger is conceptualized as emotion.", Emotion (2018), American Psychological Association (APA)[DOI]
- A. D. Ong, "Emodiversity and Biomarkers of Inflammation", Emotion, 18(1), pp.3~14 (2018)
- Y. Kajiwara, "Prediction of Future Mood Using Majority Vote Based on Certainty Factor", Sensors and Materials, 30(7), pp.1473~1486 (2018)
- S. Rho, "SVR-based music mood classification and context-based music recommendation", the 17th ACM international conference on Multimedia, pp.713~716 (2009)
- I. Andjelkovic, "Moodplay:Interactive music recommendation based on Artists’mood similarity", International Journal of Human-Computer Studies, pp.1~18 (2018)
- O. Bones, "Distinct categorization strategies for different types of environmental sounds", Euronoise, 2018, pp.2391~2398 (2018)
- D. H. Barlow, "Unraveling the mysteries of anxiety and its disorders from the perspective of emotion theory", American Psychologist, 55(11), pp.1247~1263 (2000)
- A. M. Kring, "The regulation of emotion", pp.359~385 (2004), Psychology Press
- S. Mineka, "Cognitive Biases and the Emotional Disorders", Psychological Science, 3(1), pp.65~69 (1992)
- D. Watson, "Development and validation of brief measures of positive and negative affect: the PANAS scales", Journal of Personality and Social Psychology, 54(6), pp.1063~ (1988)
- K. H. Han, "Minnesota Multiphasic Personality Inventory-2Restructured Form Manual" (2011), Maumsarang
- K. H. Han, "Minnesota Multiphasic Personality Inventory-2 Manual –" (2011), Maumsarang
- Y. H. Lee, "A Study of the Reliability and the Validity of the BDI , SDS , and MMPI-D Scales", Korean Journal of Clinical Psychology, 10(1), pp.98~113 (1991)
- D. W. Han, "Manual for the Korean version of State-Trait Anxiety Inventory" (2000), Hakjisa
- Statistics Korea, "the 2005 Population and Housing Census" (2006), Statistics Korea
- H. F. Kaiser, "An index of factorial simplicity", Psychometrika, 39, pp.31~36 (1974)
- M. S. Bartlett, "Properties of sufficiency and statistical tests", Proceedings of the Royal Statistical Society, Series A, 160, pp.268~282 (1937)
- T. A. Brown, "Confirmatory Factor Analysis for Applied Research" (2015), Guilford Press
- J. L. Horn, "A rationale and test for the number of factors in factor analysis", Psychometrika, 30(2), pp.179~185 (1965)
- K. J. Preacher, "Repairing Tom Swift’s Electric Factor Analysis Machine", Understanding Statistics, 2(1), pp.13~43 (2003)
- J. R. Crawford, "The Positive and Negative Affect Schedule (PANAS): Construct validity, measurement properties and normative data in a large nonclinical sample", British Journal of Clinical Psychology, 43(3), pp.245~265 (2004)
- 박홍석, "정적정서 부적정서 척도(PANAS)의 타당화", 한국심리학회지:일반, 35(4), pp.617~641 (2016), 한국심리학회[DOI]
- 이현희, "한국판 정적 정서 및 부적 정서 척도 (Positive Affect and Negative Affect Schedule; PANAS)의 타당화 연구", Korean Journal of Clinical Psychology, 22(4), pp.935~946 (2003), 한국임상심리학회
