메뉴 건너뛰기




Volumn 128, Issue , 2020, Pages

Identifying the presence and timing of discrete mood states prior to therapy

Author keywords

Anxiety; Depression; Idiographic analysis; Latent profile analysis; Machine learning; Personalized treatment

Indexed keywords

ADULT; ANGER; ANHEDONIA; ANXIETY; ANXIETY DISORDER; ARTICLE; AVOIDANCE BEHAVIOR; CLINICAL ARTICLE; DATA ANALYSIS; EMOTIONALITY; FEAR; FEMALE; HOPELESSNESS; HUMAN; IRRITABILITY; MAJOR DEPRESSION; MALE; MEASUREMENT ACCURACY; MIDDLE AGED; MOOD; MOOD DISORDER; PATIENT WORRY; PREDICTION; PSYCHOTHERAPY; RUMINATION; TIME SERIES ANALYSIS; YOUNG ADULT; AFFECT; BIOLOGICAL VARIATION; COGNITIVE RUMINATION; DEPRESSION; HOPE; LATENT CLASS ANALYSIS; MACHINE LEARNING; PSYCHOLOGY; TIME FACTOR;

EID: 85080048337     PISSN: 00057967     EISSN: 1873622X     Source Type: Journal    
DOI: 10.1016/j.brat.2020.103596     Document Type: Article
Times cited : (25)

References (46)
  • 1
    • 85037027900 scopus 로고    scopus 로고
    • Mobile phone sensors and supervised machine learning to identify alcohol use events in young adults: Implications for just-in-time adaptive interventions
    • Bae, S., Chung, T., Ferreira, D., Dey, A.K., Suffoletto, B., Mobile phone sensors and supervised machine learning to identify alcohol use events in young adults: Implications for just-in-time adaptive interventions. Addictive Behaviors 83 (2018), 42–47, 10.1016/j.addbeh.2017.11.039.
    • (2018) Addictive Behaviors , vol.83 , pp. 42-47
    • Bae, S.1    Chung, T.2    Ferreira, D.3    Dey, A.K.4    Suffoletto, B.5
  • 3
    • 0025913525 scopus 로고
    • Relationship between the Beck anxiety inventory and the Hamilton anxiety rating scale with anxious outpatients
    • Beck, A.T., Steer, R.A., Relationship between the Beck anxiety inventory and the Hamilton anxiety rating scale with anxious outpatients. Journal of Anxiety Disorders 5:3 (1991), 213–223, 10.1016/0887-6185(91)90002-B.
    • (1991) Journal of Anxiety Disorders , vol.5 , Issue.3 , pp. 213-223
    • Beck, A.T.1    Steer, R.A.2
  • 6
    • 85010674507 scopus 로고    scopus 로고
    • A network theory of mental disorders
    • Borsboom, D., A network theory of mental disorders. World Psychiatry 16:1 (2017), 5–13, 10.1002/wps.20375.
    • (2017) World Psychiatry , vol.16 , Issue.1 , pp. 5-13
    • Borsboom, D.1
  • 7
    • 0003010182 scopus 로고
    • Verification OF forecasts expressed IN terms OF probability
    • Brier, G.W., Verification OF forecasts expressed IN terms OF probability. Monthly Weather Review 78:1 (1950), 1–3, 10.1175/1520-0493(1950)078<0001:VOFEIT>2.0.CO;2.
    • (1950) Monthly Weather Review , vol.78 , Issue.1 , pp. 1-3
    • Brier, G.W.1
  • 8
    • 0027937233 scopus 로고
    • Hamilton anxiety rating scale interview guide: Joint interview and test-retest methods for interrater reliability
    • Bruss, G.S., Gruenberg, A.M., Goldstein, R.D., Barber, J.P., Hamilton anxiety rating scale interview guide: Joint interview and test-retest methods for interrater reliability. Psychiatry Research 53:2 (1994), 191–202, 10.1016/0165-1781(94)90110-4.
    • (1994) Psychiatry Research , vol.53 , Issue.2 , pp. 191-202
    • Bruss, G.S.1    Gruenberg, A.M.2    Goldstein, R.D.3    Barber, J.P.4
  • 9
    • 0002197147 scopus 로고
    • The data box
    • J.R. Nesselroade R.B. Cattell Springer US Boston, MA
    • Cattell, R.B., The data box. Nesselroade, J.R., Cattell, R.B., (eds.) Handbook of multivariate experimental psychology, 1988, Springer US, Boston, MA, 69–130.
    • (1988) Handbook of multivariate experimental psychology , pp. 69-130
    • Cattell, R.B.1
  • 10
    • 84947792120 scopus 로고    scopus 로고
    • Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences
    • Wiley
    • Collins, L.M., Lanza, S.T., Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences. 2010, Wiley.
    • (2010)
    • Collins, L.M.1    Lanza, S.T.2
  • 11
    • 85058693441 scopus 로고    scopus 로고
    • A return to functional analysis, the search for mechanisms of change, and the nomothetic-idiographic issue in psychosocial interventions
    • Davison, G.C., A return to functional analysis, the search for mechanisms of change, and the nomothetic-idiographic issue in psychosocial interventions. Clinical Psychological Science 7:1 (2018), 51–53, 10.1177/2167702618794924.
    • (2018) Clinical Psychological Science , vol.7 , Issue.1 , pp. 51-53
    • Davison, G.C.1
  • 12
    • 85021345054 scopus 로고    scopus 로고
    • Development and initial implementation of the dynamic assessment treatment algorithm (DATA)
    • Fernandez, K.C., Fisher, A.J., Chi, C., Development and initial implementation of the dynamic assessment treatment algorithm (DATA). PloS One, 12(6), 2017, e0178806, 10.1371/journal.pone.0178806.
    • (2017) PloS One , vol.12 , Issue.6
    • Fernandez, K.C.1    Fisher, A.J.2    Chi, C.3
  • 13
    • 84938549038 scopus 로고    scopus 로고
    • Toward a dynamic model of psychological assessment: Implications for personalized care
    • Fisher, A.J., Toward a dynamic model of psychological assessment: Implications for personalized care. Journal of Consulting and Clinical Psychology 83:4 (2015), 825–836, 10.1037/ccp0000026.
    • (2015) Journal of Consulting and Clinical Psychology , vol.83 , Issue.4 , pp. 825-836
    • Fisher, A.J.1
  • 15
    • 84978492625 scopus 로고    scopus 로고
    • Enhancing the personalization of psychotherapy with dynamic assessment and modeling
    • Fisher, A.J., Boswell, J.F., Enhancing the personalization of psychotherapy with dynamic assessment and modeling. Assessment 23:4 (2016), 496–506, 10.1177/1073191116638735.
    • (2016) Assessment , vol.23 , Issue.4 , pp. 496-506
    • Fisher, A.J.1    Boswell, J.F.2
  • 16
    • 85064048415 scopus 로고    scopus 로고
    • Reply to Hamaker and Ryan: Within-sample temporal instability in cross-sectional estimates
    • Fisher, A.J., Jeronimus, B.F., Medaglia, J.D., Reply to Hamaker and Ryan: Within-sample temporal instability in cross-sectional estimates. Proceedings of the National Academy of Sciences, 2019, 201820222, 10.1073/pnas.1820222116.
    • (2019) Proceedings of the National Academy of Sciences , pp. 201820222
    • Fisher, A.J.1    Jeronimus, B.F.2    Medaglia, J.D.3
  • 18
    • 84959284023 scopus 로고    scopus 로고
    • Reductions in the diurnal rigidity of anxiety predict treatment outcome in cognitive behavioral therapy for generalized anxiety disorder
    • Fisher, A.J., Newman, M.G., Reductions in the diurnal rigidity of anxiety predict treatment outcome in cognitive behavioral therapy for generalized anxiety disorder. Behaviour Research and Therapy 79 (2016), 46–55, 10.1016/j.brat.2016.02.006.
    • (2016) Behaviour Research and Therapy , vol.79 , pp. 46-55
    • Fisher, A.J.1    Newman, M.G.2
  • 19
    • 85034596172 scopus 로고    scopus 로고
    • Exploring the idiographic dynamics of mood and anxiety via network analysis
    • Fisher, A.J., Reeves, J.W., Lawyer, G., Medaglia, J.D., Rubel, J.A., Exploring the idiographic dynamics of mood and anxiety via network analysis. Journal of Abnormal Psychology 126:8 (2017), 1044–1056, 10.1037/abn0000311.
    • (2017) Journal of Abnormal Psychology , vol.126 , Issue.8 , pp. 1044-1056
    • Fisher, A.J.1    Reeves, J.W.2    Lawyer, G.3    Medaglia, J.D.4    Rubel, J.A.5
  • 20
    • 0032872851 scopus 로고    scopus 로고
    • Periodic logistic regression
    • Flury, B.D., Levri, E.P., Periodic logistic regression. Ecology 80:7 (1999), 2254–2260.
    • (1999) Ecology , vol.80 , Issue.7 , pp. 2254-2260
    • Flury, B.D.1    Levri, E.P.2
  • 22
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • Friedman, J., Hastie, T., Tibshirani, R., Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software, 33(1), 2010, 1.
    • (2010) Journal of Statistical Software , vol.33 , Issue.1 , pp. 1
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 23
    • 51549099524 scopus 로고
    • The assessment of anxiety states by rating
    • Hamilton, M., The assessment of anxiety states by rating. British Journal of Medical Psychology 32:1 (1959), 50–55.
    • (1959) British Journal of Medical Psychology , vol.32 , Issue.1 , pp. 50-55
    • Hamilton, M.1
  • 25
    • 85047800094 scopus 로고    scopus 로고
    • The future of intervention science: Process-based therapy
    • Hofmann, S.G., Hayes, S.C., The future of intervention science: Process-based therapy. Clinical Psychological Science 7:1 (2018), 37–50, 10.1177/2167702618772296.
    • (2018) Clinical Psychological Science , vol.7 , Issue.1 , pp. 37-50
    • Hofmann, S.G.1    Hayes, S.C.2
  • 26
    • 0001077374 scopus 로고
    • Development and validation of a computer-administered version of the Hamilton Rating Scale
    • Kobak, K.A., Reynolds, W.M., Greist, J.H., Development and validation of a computer-administered version of the Hamilton Rating Scale. Psychological Assessment, 5(4), 1993, 487.
    • (1993) Psychological Assessment , vol.5 , Issue.4 , pp. 487
    • Kobak, K.A.1    Reynolds, W.M.2    Greist, J.H.3
  • 28
    • 0007879513 scopus 로고
    • Distinguishing anxiety and depression: Reexamination of the reconstructed Hamilton scales
    • Moras, K., Di Nardo, P.A., Barlow, D.H., Distinguishing anxiety and depression: Reexamination of the reconstructed Hamilton scales. Psychological Assessment, 4(2), 1992, 224.
    • (1992) Psychological Assessment , vol.4 , Issue.2 , pp. 224
    • Moras, K.1    Di Nardo, P.A.2    Barlow, D.H.3
  • 29
    • 0038221279 scopus 로고    scopus 로고
    • Mplus (version 7.2)[computer software]. Los Angeles, CA
    • Muthén, B.O., Muthén, L.K., Mplus (version 7.2)[computer software]. Los Angeles, CA. 2014.
    • (2014)
    • Muthén, B.O.1    Muthén, L.K.2
  • 30
    • 84988711922 scopus 로고    scopus 로고
    • Just-in-time adaptive interventions (JITAIs) in mobile health: Key components and design principles for ongoing health behavior support
    • Nahum-Shani, I., Smith, S.N., Spring, B.J., Collins, L.M., Witkiewitz, K., Tewari, A., et al. Just-in-time adaptive interventions (JITAIs) in mobile health: Key components and design principles for ongoing health behavior support. Annals of Behavioral Medicine 52:6 (2017), 446–462.
    • (2017) Annals of Behavioral Medicine , vol.52 , Issue.6 , pp. 446-462
    • Nahum-Shani, I.1    Smith, S.N.2    Spring, B.J.3    Collins, L.M.4    Witkiewitz, K.5    Tewari, A.6
  • 31
    • 36849091981 scopus 로고    scopus 로고
    • Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study
    • Nylund, K.L., Asparouhov, T., Muthén, B.O., Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling 14:4 (2007), 535–569.
    • (2007) Structural Equation Modeling , vol.14 , Issue.4 , pp. 535-569
    • Nylund, K.L.1    Asparouhov, T.2    Muthén, B.O.3
  • 32
    • 85060088491 scopus 로고    scopus 로고
    • Foundations of idiographic methods in psychology and applications for psychotherapy
    • Piccirillo, M.L., Rodebaugh, T.L., Foundations of idiographic methods in psychology and applications for psychotherapy. Clinical Psychology Review 71 (2019), 90–100, 10.1016/j.cpr.2019.01.002.
    • (2019) Clinical Psychology Review , vol.71 , pp. 90-100
    • Piccirillo, M.L.1    Rodebaugh, T.L.2
  • 33
    • 85061998698 scopus 로고    scopus 로고
    • tidyLPA: An R package to easily carry out latent profile Analysis (LPA) using open-source or commercial software
    • Rosenberg, J.M., Beymer, P.N., Anderson, D.J., Schmidt, J.A., tidyLPA: An R package to easily carry out latent profile Analysis (LPA) using open-source or commercial software. Journal of Open Source Software, 3, 2018, 978, 10.21105/joss.00978.
    • (2018) Journal of Open Source Software , vol.3 , pp. 978
    • Rosenberg, J.M.1    Beymer, P.N.2    Anderson, D.J.3    Schmidt, J.A.4
  • 34
    • 85046033615 scopus 로고    scopus 로고
    • Translating person-specific network models into personalized treatments: Development and demonstration of the dynamic assessment treatment algorithm for individual networks (DATA-IN)
    • Rubel, J.A., Fisher, A.J., Husen, K., Lutz, W., Translating person-specific network models into personalized treatments: Development and demonstration of the dynamic assessment treatment algorithm for individual networks (DATA-IN). Psychotherapy and Psychosomatics, 2018, 10.1159/000487769.
    • (2018) Psychotherapy and Psychosomatics
    • Rubel, J.A.1    Fisher, A.J.2    Husen, K.3    Lutz, W.4
  • 35
    • 85009391455 scopus 로고    scopus 로고
    • Core affect and the psychological construction of emotion
    • Russell, J.A., Core affect and the psychological construction of emotion. Psychological Review, 110(1), 2003, 145.
    • (2003) Psychological Review , vol.110 , Issue.1 , pp. 145
    • Russell, J.A.1
  • 36
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G., Estimating the dimension of a model. Annals of Statistics 6:2 (1978), 461–464, 10.1214/aos/1176344136.
    • (1978) Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 37
    • 85010390664 scopus 로고    scopus 로고
    • Mclust 5: clustering, classification and density estimation using Gaussian finite mixture models
    • Scrucca, L., Fop, M., Murphy, T.B., Raftery, A.E., Mclust 5: clustering, classification and density estimation using Gaussian finite mixture models. The R Journal 8 (2016), 205–233.
    • (2016) The R Journal , vol.8 , pp. 205-233
    • Scrucca, L.1    Fop, M.2    Murphy, T.B.3    Raftery, A.E.4
  • 38
    • 84921350530 scopus 로고    scopus 로고
    • Applied longitudinal data analysis: Modeling change and event occurrence
    • Oxford university press
    • Singer, J.D., Willett, J.B., Applied longitudinal data analysis: Modeling change and event occurrence. 2003, Oxford university press.
    • (2003)
    • Singer, J.D.1    Willett, J.B.2
  • 39
    • 0000641530 scopus 로고
    • Relationships between the Beck depression inventory and the Hamilton psychiatric rating scale for depression in depressed outpatients
    • Steer, R.A., Beck, A.T., Riskind, J.H., Brown, G., Relationships between the Beck depression inventory and the Hamilton psychiatric rating scale for depression in depressed outpatients. Journal of Psychopathology and Behavioral Assessment 9:3 (1987), 327–339.
    • (1987) Journal of Psychopathology and Behavioral Assessment , vol.9 , Issue.3 , pp. 327-339
    • Steer, R.A.1    Beck, A.T.2    Riskind, J.H.3    Brown, G.4
  • 40
    • 0020531561 scopus 로고
    • Correlates of self‐reported and clinically assessed depression in outpatient alcoholics
    • Steer, R.A., McElroy, M.G., Beck, A.T., Correlates of self‐reported and clinically assessed depression in outpatient alcoholics. Journal of Clinical Psychology 39:1 (1983), 144–149.
    • (1983) Journal of Clinical Psychology , vol.39 , Issue.1 , pp. 144-149
    • Steer, R.A.1    McElroy, M.G.2    Beck, A.T.3
  • 43
    • 0021530059 scopus 로고
    • Negative affectivity: The disposition to experience aversive emotional states
    • Watson, D., Clark, L.A., Negative affectivity: The disposition to experience aversive emotional states. Psychological Bulletin 96:3 (1984), 465–490.
    • (1984) Psychological Bulletin , vol.96 , Issue.3 , pp. 465-490
    • Watson, D.1    Clark, L.A.2
  • 44
    • 0024064837 scopus 로고
    • Positive and negative affectivity and their relation to anxiety and depressive disorders
    • Watson, D., Clark, L.A., Carey, G., Positive and negative affectivity and their relation to anxiety and depressive disorders. Journal of Abnormal Psychology 97:3 (1988), 346–353.
    • (1988) Journal of Abnormal Psychology , vol.97 , Issue.3 , pp. 346-353
    • Watson, D.1    Clark, L.A.2    Carey, G.3
  • 45
    • 84978526880 scopus 로고    scopus 로고
    • Modeling heterogeneity in momentary interpersonal and affective dynamic processes in borderline personality disorder
    • Wright, A.G.C., Hallquist, M.N., Stepp, S.D., Scott, L.N., Beeney, J.E., Lazarus, S.A., et al. Modeling heterogeneity in momentary interpersonal and affective dynamic processes in borderline personality disorder. Assessment 23:4 (2016), 484–495, 10.1177/1073191116653829.
    • (2016) Assessment , vol.23 , Issue.4 , pp. 484-495
    • Wright, A.G.C.1    Hallquist, M.N.2    Stepp, S.D.3    Scott, L.N.4    Beeney, J.E.5    Lazarus, S.A.6
  • 46
    • 85080094079 scopus 로고    scopus 로고
    • Personalized models of psychopathology
    • Wright, A.G.C., Woods, W.C., Personalized models of psychopathology. Annual Review of Clinical Psychology 16 (2020), 1–26 https://doi.org/10.1146/annurev-clinpsy-102419-125032.
    • (2020) Annual Review of Clinical Psychology , vol.16 , pp. 1-26
    • Wright, A.G.C.1    Woods, W.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.