메뉴 건너뛰기




Volumn 12, Issue , 2016, Pages 83-104

Computerized Adaptive Diagnosis and Testing of Mental Health Disorders

Author keywords

Anxiety; CAT; Computerized adaptive testing; Depression; Differential item functioning; IRT; Item response theory; Mania; Mental health diagnosis; Mental health measurement

Indexed keywords

ARTICLE; COMPUTERIZED ADAPTIVE TESTING; FACTORIAL ANALYSIS; HUMAN; MAJOR DEPRESSION; MENTAL DISEASE; MENTAL HEALTH RESEARCH; RANDOM FOREST; VALIDATION STUDY; COMPUTER ASSISTED DIAGNOSIS; MENTAL DISORDERS; PROCEDURES; STATISTICAL MODEL;

EID: 84962143501     PISSN: 15485943     EISSN: 15485951     Source Type: Book Series    
DOI: 10.1146/annurev-clinpsy-021815-093634     Document Type: Article
Times cited : (106)

References (59)
  • 1
    • 84943272964 scopus 로고    scopus 로고
    • Validation of computerized adaptive testing in an outpatient non-academic setting: The VOCATIONS Trial
    • Achtyes ED, Halstead S, Smart L,Moore T, Frank E, et al. 2015. Validation of computerized adaptive testing in an outpatient non-academic setting: The VOCATIONS Trial. Psychiatr. Serv. 66:1091-96
    • (2015) Psychiatr. Serv. , vol.66 , pp. 1091-1096
    • Achtyes, E.D.1    Halstead, S.2    Smart, L.3    Moore, T.4    Frank, E.5
  • 4
    • 34250274848 scopus 로고
    • A rating formulation for ordered response categories
    • Andrich D. 1978a. A rating formulation for ordered response categories. Psychometrika 43:561-71
    • (1978) Psychometrika , vol.43 , pp. 561-571
    • Andrich, D.1
  • 5
    • 84970270551 scopus 로고
    • Application of a psychometric rating model to ordered categories which are scored with successive integers
    • Andrich D. 1978b. Application of a psychometric rating model to ordered categories which are scored with successive integers. Appl. Psychol. Meas. 2:581-94
    • (1978) Appl. Psychol. Meas. , vol.2 , pp. 581-594
    • Andrich, D.1
  • 6
    • 84965950928 scopus 로고
    • The application of an unfolding model of the IRT type to the measurement of attitude
    • Andrich D. 1988. The application of an unfolding model of the IRT type to the measurement of attitude. Appl. Psychol. Meas. 12:33-51
    • (1988) Appl. Psychol. Meas. , vol.12 , pp. 33-51
    • Andrich, D.1
  • 7
    • 0042310039 scopus 로고    scopus 로고
    • Computerized adaptive testing using the partial credit model for attitude measurement
    • ed.MWilson,GEngelhard Jr,KDraney, Norwood, NJ: Ablex
    • Baek SG. 1997. Computerized adaptive testing using the partial credit model for attitude measurement. In Objective Measurement: Theory into Practice, ed.MWilson,GEngelhard Jr,KDraney, pp. 37-52. Norwood, NJ: Ablex
    • (1997) Objective Measurement: Theory into Practice , pp. 37-52
    • Baek, S.G.1
  • 9
    • 84898651742 scopus 로고    scopus 로고
    • Impact of depression on health care utilization and costs among multimorbid patients-results from the MultiCare Cohort Study
    • Bock JO, Luppa M, Brettschneider C, Riedel-Heller S, Bickel H, et al. 2014. Impact of depression on health care utilization and costs among multimorbid patients-results from the MultiCare Cohort Study. PLOS ONE 9:e91973
    • (2014) PLOS ONE , vol.9 , pp. e91973
    • Bock, J.O.1    Luppa, M.2    Brettschneider, C.3    Riedel-Heller, S.4    Bickel, H.5
  • 10
    • 0000433590 scopus 로고
    • Marginal maximum likelihood estimation of item parameters: Application of an em algorithm
    • Bock RD, Aitkin M. 1981. Marginal maximum likelihood estimation of item parameters: application of an EM algorithm. Psychometrika 46:443-59
    • (1981) Psychometrika , vol.46 , pp. 443-459
    • Bock, R.D.1    Aitkin, M.2
  • 11
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Brieman L. 1996. Bagging predictors. Mach. Learn. 24:123-40
    • (1996) Mach. Learn. , vol.24 , pp. 123-140
    • Brieman, L.1
  • 12
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Brieman L. 2001. Random forests. Mach. Learn. 45:5-32
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Brieman, L.1
  • 16
    • 80054750088 scopus 로고    scopus 로고
    • Accuracy and prognostic value of American Heart Association-recommended depression screening in patients with coronary heart disease: Data from the Heart and Soul Study
    • Elderon L, Smolderen KG, Na B, Whooley MA. 2011. Accuracy and prognostic value of American Heart Association-recommended depression screening in patients with coronary heart disease: data from the Heart and Soul Study. Circ.: Cardiovasc. Qual. Outcomes 4:533-40
    • (2011) Circ.: Cardiovasc. Qual. Outcomes , vol.4 , pp. 533-540
    • Elderon, L.1    Smolderen, K.G.2    Na, B.3    Whooley, M.A.4
  • 20
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm, machine learning
    • Burlington, MA: Morgan Kauffman
    • Freund Y, Shapire R. 1996. Experiments with a new boosting algorithm, machine learning. In Proc. 13th Int. Conf. Mach. Learn., pp. 148-56. Burlington, MA: Morgan Kauffman
    • (1996) Proc. 13th Int. Conf. Mach. Learn. , pp. 148-156
    • Freund, Y.1    Shapire, R.2
  • 23
    • 84857325883 scopus 로고    scopus 로고
    • Is the rate of suicide among veterans elevated?
    • Gibbons RD, Brown CH, Hur K. 2012a. Is the rate of suicide among veterans elevated? Am. J. Public Health 102:S17-19
    • (2012) Am. J. Public Health , vol.102 , pp. S17-19
    • Gibbons, R.D.1    Brown, C.H.2    Hur, K.3
  • 24
    • 21144476248 scopus 로고
    • Full information item bi-factor analysis
    • Gibbons RD, Hedeker D. 1992. Full information item bi-factor analysis. Psychometrika 57:423-36
    • (1992) Psychometrika , vol.57 , pp. 423-436
    • Gibbons, R.D.1    Hedeker, D.2
  • 30
    • 0002122660 scopus 로고
    • Suicide and attempted suicide
    • ed. ES Paykel. Edinburgh: Churchill Livingstone
    • Hawton K. 1992. Suicide and attempted suicide. In Handbook of Affective Disorders, ed. ES Paykel, pp. 635-50. Edinburgh: Churchill Livingstone
    • (1992) Handbook of Affective Disorders , pp. 635-650
    • Hawton, K.1
  • 32
    • 77952246244 scopus 로고    scopus 로고
    • Cambridge, MA: Harvard Univ. Press
    • Joiner T. 2010. Myths about Suicide. Cambridge, MA: Harvard Univ. Press
    • (2010) Myths about Suicide
    • Joiner, T.1
  • 33
    • 34250481868 scopus 로고
    • A general approach to confirmatory maximum likelihood factor analysis
    • Joreskog K. 1969. A general approach to confirmatory maximum likelihood factor analysis. Psychometrika 34:183-02
    • (1969) Psychometrika , vol.34 , pp. 183-202
    • Joreskog, K.1
  • 36
    • 33845338724 scopus 로고    scopus 로고
    • Projections of global mortality and burden of disease from 2002 to 2030
    • Mathers CD, Loncar D. 2006. Projections of global mortality and burden of disease from 2002 to 2030. Public Libr. Sci. Med. 3:e442
    • (2006) Public Libr. Sci. Med. , vol.3 , pp. e442
    • Mathers, C.D.1    Loncar, D.2
  • 38
    • 68849088976 scopus 로고    scopus 로고
    • Clinical diagnosis of depression in primary care: A meta-analysis
    • Mitchell AJ, Vaze A, Rao S. 2009. Clinical diagnosis of depression in primary care: A meta-analysis. Lancet 374:609-19
    • (2009) Lancet , vol.374 , pp. 609-619
    • Mitchell, A.J.1    Vaze, A.2    Rao, S.3
  • 39
    • 84970695614 scopus 로고
    • Fitting a polytomous item response model to Likert-type data
    • Muraki E. 1990. Fitting a polytomous item response model to Likert-type data. Appl. Psychol. Meas. 14:59-71
    • (1990) Appl. Psychol. Meas. , vol.14 , pp. 59-71
    • Muraki, E.1
  • 40
    • 0001411838 scopus 로고
    • Latent variable modeling in heterogeneous populations
    • Muthén BO. 1989. Latent variable modeling in heterogeneous populations. Psychometrika 54:557-85
    • (1989) Psychometrika , vol.54 , pp. 557-585
    • Muthén, B.O.1
  • 42
    • 79961190293 scopus 로고    scopus 로고
    • Item banks for measuring emotional distress from the Patient-Reported OutcomesMeasurement Information System (PROMIS): Depression, anxiety, and anger
    • Pilkonis PA, Choi SW, Reise SP, Stover AM, RileyWT, Cella D. 2011. PROMIS Cooperative Group. Item banks for measuring emotional distress from the Patient-Reported OutcomesMeasurement Information System (PROMIS): depression, anxiety, and anger. Assessment 18:263-83
    • (2011) Assessment , vol.18 , pp. 263-283
    • PROMIS Cooperative Group1    Pilkonis, P.A.2    Choi, S.W.3    Reise, S.P.4    Stover, A.M.5    Riley, W.T.6    Cella, D.7
  • 43
    • 79954420819 scopus 로고    scopus 로고
    • Depression and smoking in the U.S household population aged 20 and over, 2005-2008
    • Pratt LA, Brody DJ. 2010. Depression and smoking in the U.S. household population aged 20 and over, 2005-2008. NCHS Data Brief 34:1-8
    • (2010) NCHS Data Brief , vol.34 , pp. 1-8
    • Pratt, L.A.1    Brody, D.J.2
  • 46
    • 84970702342 scopus 로고
    • Fitting the two-parameter model to personality data
    • Reise SP, WallerNG. 1991. Fitting the two-parameter model to personality data. Appl. Psychol.Meas. 15:45-58
    • (1991) Appl. Psychol.Meas. , vol.15 , pp. 45-58
    • Reise, S.P.1    Waller, N.G.2
  • 47
    • 0002723397 scopus 로고
    • Estimation of latent ability using a response pattern of graded scores
    • Samejima F. 1969, Estimation of latent ability using a response pattern of graded scores. PsychometrikaMonogr. Suppl. 17:1-68
    • (1969) PsychometrikaMonogr. Suppl. , vol.17 , pp. 1-68
    • Samejima, F.1
  • 48
    • 84947460548 scopus 로고    scopus 로고
    • Best design formultidimensional computerized adaptive testing with the bifactor model
    • In press
    • Seo DG, Weiss. 2015. Best design formultidimensional computerized adaptive testing with the bifactor model. Educ. Psychol. Meas. doi: 10.1177/0013164415575147. In press
    • (2015) Educ. Psychol. Meas
    • Seo, D.G.1    Weiss2
  • 49
    • 77953597016 scopus 로고
    • Long-term economic costs of psychological problems during childhood
    • Smith JP, Smith GC. 1982. Long-term economic costs of psychological problems during childhood. Soc. Sci. Med. 71:110-15
    • (1982) Soc. Sci. Med. , vol.71 , pp. 110-115
    • Smith, J.P.1    Smith, G.C.2
  • 50
    • 0037493499 scopus 로고    scopus 로고
    • Cost of lost productive work time among US workers with depression
    • StewartWF, Ricci JA, Chee E, Hahn SR,Morganstein D. 2003. Cost of lost productive work time among US workers with depression. JAMA 289:3135
    • (2003) JAMA , vol.289 , pp. 3135
    • Stewart, W.F.1    Ricci, J.A.2    Chee, E.3    Hahn, S.R.4    Morganstein, D.5
  • 51
    • 0039506760 scopus 로고
    • Equally correlated variates and the multinormal integral
    • Stuart A. 1958. Equally correlated variates and the multinormal integral. J. R. Stat. Soc. Ser. B 20:373-78
    • (1958) J. R. Stat. Soc. Ser. B , vol.20 , pp. 373-378
    • Stuart, A.1
  • 52
    • 0000503256 scopus 로고
    • An inter-battery method of factor analysis
    • Tucker LR. 1958. An inter-battery method of factor analysis. Psychometrika 23:111-36
    • (1958) Psychometrika , vol.23 , pp. 111-136
    • Tucker, L.R.1
  • 53
    • 39749171951 scopus 로고    scopus 로고
    • Long-term cost effects of collaborative care for late-life depression
    • Unützer J, Katon WJ, Fan MY. 2008. Long-term cost effects of collaborative care for late-life depression. Am. J. Manag. Care 14:95-100
    • (2008) Am. J. Manag. Care , vol.14 , pp. 95-100
    • Unützer, J.1    Katon, W.J.2    Fan, M.Y.3
  • 56
  • 57
    • 0000318735 scopus 로고
    • Application of computerized adaptive testing to educational problems
    • Weiss DJ, Kingsbury GG. 1984. Application of computerized adaptive testing to educational problems. J. Educ. Meas. 21:361-75
    • (1984) J. Educ. Meas. , vol.21 , pp. 361-375
    • Weiss, D.J.1    Kingsbury, G.G.2
  • 58
    • 84965668096 scopus 로고
    • Bias and information of Bayesian adaptive testing
    • Weiss DJ, McBride JR. 1984. Bias and information of Bayesian adaptive testing. Appl. Psychol. Meas. 8:272-85
    • (1984) Appl. Psychol. Meas. , vol.8 , pp. 272-285
    • Weiss, D.J.1    McBride, J.R.2
  • 59
    • 84860428842 scopus 로고    scopus 로고
    • Diagnosis and treatment of depression in adults with comorbid medical conditions
    • Whooley M. 2012. Diagnosis and treatment of depression in adults with comorbid medical conditions. JAMA 307:1848-57
    • (2012) JAMA , vol.307 , pp. 1848-1857
    • Whooley, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.