메뉴 건너뛰기




Volumn 5, Issue OCT, 2014, Pages

To center or not to center? Investigating inertia with a multilevel autoregressive model

Author keywords

Autoregressive models; Centering; Dynamics; Inertia; Multilevel models

Indexed keywords


EID: 84926631094     PISSN: None     EISSN: 16641078     Source Type: Journal    
DOI: 10.3389/fpsyg.2014.01492     Document Type: Article
Times cited : (114)

References (36)
  • 1
    • 85019825248 scopus 로고    scopus 로고
    • Bates, D. and Sarkar, D. (2007). lme4: Linear mixed-effects models using S4 classes. R package. Available online at: http://CRAN.R-project.org/.
  • 2
    • 0141715205 scopus 로고    scopus 로고
    • Diary methods: capturing life as it is lived
    • Bolger, N., Davis, A., and Rafaeli, E. (2003). Diary methods: capturing life as it is lived. Annu. Rev. Psychol. 54, 579-616. doi: 10.1146/annurev.psych.54.101601.145030.
    • (2003) Annu. Rev. Psychol. , vol.54 , pp. 579-616
    • Bolger, N.1    Davis, A.2    Rafaeli, E.3
  • 3
    • 0029411749 scopus 로고
    • A framework for studying personality in the stress process
    • Bolger, N. and Zuckerman, A. (1995). A framework for studying personality in the stress process. J. Pers. Soc. Psychol. 69, 890-902. doi: 10.1037/0022-3514.69.5.890.
    • (1995) J. Pers. Soc. Psychol. , vol.69 , pp. 890-902
    • Bolger, N.1    Zuckerman, A.2
  • 4
    • 84922218355 scopus 로고    scopus 로고
    • Emotional inertia contributes to depressive symptoms beyond perseverative thinking
    • [Epub ahead of print].
    • Brose, A., Schmiedek, F., and Kuppens, P. (2014). Emotional inertia contributes to depressive symptoms beyond perseverative thinking. Cogn. Emot. 13:1-12. doi: 10.1080/02699931.2014.916252. [Epub ahead of print].
    • (2014) Cogn. Emot. , vol.13 , pp. 1-12
    • Brose, A.1    Schmiedek, F.2    Kuppens, P.3
  • 5
    • 78650976175 scopus 로고    scopus 로고
    • The disaggregation of within-person and between-person effects in longitudinal models of change
    • Curran, P. J. and Bauer, D. J. (2011). The disaggregation of within-person and between-person effects in longitudinal models of change. Annu. Rev. Psychol. 62, 583-619. doi: 10.1146/annurev.psych.093008.100356.
    • (2011) Annu. Rev. Psychol. , vol.62 , pp. 583-619
    • Curran, P.J.1    Bauer, D.J.2
  • 6
    • 34548463099 scopus 로고    scopus 로고
    • Centering predictor variables in cross-sectional multilevel models: a new look at an old issue
    • Enders, C. K. and Tofighi, D. (2007). Centering predictor variables in cross-sectional multilevel models: a new look at an old issue. Psychol. Methods 12, 121-138. doi: 10.1037/1082-989X.12.2.121.
    • (2007) Psychol. Methods , vol.12 , pp. 121-138
    • Enders, C.K.1    Tofighi, D.2
  • 7
    • 84857312506 scopus 로고    scopus 로고
    • Analyzing the dynamics of affective dyadic interactions using patterns of intra-and interindividual variability
    • Ferrer, E., Steele, J. S., and Hsieh, F. (2012). Analyzing the dynamics of affective dyadic interactions using patterns of intra-and interindividual variability. Multivar. Behav. Res. 47, 136-171. doi: 10.1080/00273171.2012.640605.
    • (2012) Multivar. Behav. Res. , vol.47 , pp. 136-171
    • Ferrer, E.1    Steele, J.S.2    Hsieh, F.3
  • 8
    • 84857338640 scopus 로고    scopus 로고
    • 'Dynamic factor analysis of dyadic affective processes with inter-group differences'
    • eds N. A. Card, J. P. Selig, and T. D. Little (New York, NY: Taylor & Francis Group)
    • Ferrer, E., and Widaman, K. (2008). "Dynamic factor analysis of dyadic affective processes with inter-group differences," in Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences, eds N. A. Card, J. P. Selig, and T. D. Little (New York, NY: Taylor & Francis Group), 107-137.
    • (2008) Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences , pp. 107-137
    • Ferrer, E.1    Widaman, K.2
  • 9
    • 34547206132 scopus 로고    scopus 로고
    • Depression and next-day spillover of negative mood and depressive cognitions following interpersonal stress
    • Gunthert, K. C., Cohen, L. H., Butler, A. C., and Beck, J. S. (2007). Depression and next-day spillover of negative mood and depressive cognitions following interpersonal stress. Cogn. Ther. Res. 31, 521-532. doi: 10.1007/s10608-006-9074-1.
    • (2007) Cogn. Ther. Res. , vol.31 , pp. 521-532
    • Gunthert, K.C.1    Cohen, L.H.2    Butler, A.C.3    Beck, J.S.4
  • 10
    • 84868684770 scopus 로고    scopus 로고
    • 'Why researchers should think 'with in-person' a paradigmatic rationale'
    • eds M. R. Mehl and T. S. Conner (New York, NY: Guilford Publications)
    • Hamaker, E. L. (2012). "Why researchers should think 'with in-person' a paradigmatic rationale," in Handbook of Research Methods for Studying Daily Life, eds M. R. Mehl and T. S. Conner (New York, NY: Guilford Publications), 43-61.
    • (2012) Handbook of Research Methods for Studying Daily Life , pp. 43-61
    • Hamaker, E.L.1
  • 11
    • 85019826688 scopus 로고    scopus 로고
    • Hamilton, J. D. (1994). Time Series Analysis. Princeton, NJ: Princeton University Press.
  • 12
    • 77952976236 scopus 로고    scopus 로고
    • Psychosis reactivity to cannabis use in daily life: an experience sampling study
    • Henquet, C., Van Os, J., Kuepper, R., Delespaul, P., Smits, M., À Campo, J., et al. (2010). Psychosis reactivity to cannabis use in daily life: an experience sampling study. Br. J. Psychiatry 196, 447-453. doi: 10.1192/bjp.bp.109.072249.
    • (2010) Br. J. Psychiatry , vol.196 , pp. 447-453
    • Henquet, C.1    Van Os, J.2    Kuepper, R.3    Delespaul, P.4    Smits, M.5    À Campo, J.6
  • 13
    • 84917274877 scopus 로고    scopus 로고
    • Hox, J. J. (2010). Multilevel Analysis: Techniques and Application, 2nd Edn. New York, NJ: Taylor & Francis Group.
  • 14
    • 84885440627 scopus 로고    scopus 로고
    • Simpson's paradox in psychological science: a practical guide
    • Kievit, R. A., Frankenhuis, W. E., Waldorp, L. J., and Borsboom, D. (2013). Simpson's paradox in psychological science: a practical guide. Front. Psychol. 4:513. doi: 10.3389/fpsyg.2013.00513.
    • (2013) Front. Psychol. , vol.4 , pp. 513
    • Kievit, R.A.1    Frankenhuis, W.E.2    Waldorp, L.J.3    Borsboom, D.4
  • 15
    • 84865322207 scopus 로고    scopus 로고
    • Changing emotion dynamics: individual differences in the effect of anticipatory social stress on emotional inertia
    • Koval, P. and Kuppens, P. (2012). Changing emotion dynamics: individual differences in the effect of anticipatory social stress on emotional inertia. Emotion 12, 256-267. doi: 10.1037/a0024756.
    • (2012) Emotion , vol.12 , pp. 256-267
    • Koval, P.1    Kuppens, P.2
  • 16
    • 84868701697 scopus 로고    scopus 로고
    • Getting stuck in depression: the roles of rumination and emotional inertia
    • Koval, P., Kuppens, P., Allen, N. B., and Sheeber, L. (2012). Getting stuck in depression: the roles of rumination and emotional inertia. Cogn. Emot. 26, 1412-1427. doi: 10.1080/02699931.2012.667392.
    • (2012) Cogn. Emot. , vol.26 , pp. 1412-1427
    • Koval, P.1    Kuppens, P.2    Allen, N.B.3    Sheeber, L.4
  • 17
    • 84890106282 scopus 로고    scopus 로고
    • Affective dynamics in relation to depressive symptoms: variable, unstable or inert?
    • Koval, P., Pe, M., Meers, K., and Kuppens, P. (2013). Affective dynamics in relation to depressive symptoms: variable, unstable or inert? Emotion 13, 1132-1141. doi: 10.1037/a0033579.
    • (2013) Emotion , vol.13 , pp. 1132-1141
    • Koval, P.1    Pe, M.2    Meers, K.3    Kuppens, P.4
  • 18
    • 84861194072 scopus 로고
    • The effect of different forms of centering in hierarchical linear models
    • Kreft, I. G. G., de Leeuw, J., and Aiken, L. S. (1995). The effect of different forms of centering in hierarchical linear models. Multivar. Behav. Res. 30, 1-21. doi: 10.1207/s15327906mbr3001_1.
    • (1995) Multivar. Behav. Res. , vol.30 , pp. 1-21
    • Kreft, I.G.G.1    de Leeuw, J.2    Aiken, L.S.3
  • 19
    • 77954823599 scopus 로고    scopus 로고
    • Emotional inertia and psychological maladjustment
    • Kuppens, P., Allen, N. B., and Sheeber, L. B. (2010). Emotional inertia and psychological maladjustment. Psychol. Sci. 21, 984-991. doi: 10.1177/0956797610372634.
    • (2010) Psychol. Sci. , vol.21 , pp. 984-991
    • Kuppens, P.1    Allen, N.B.2    Sheeber, L.B.3
  • 20
    • 84865320157 scopus 로고    scopus 로고
    • Emotional inertia prospectively predicts the onset of depression in adolescence
    • Kuppens, P., Sheeber, L. B., Yap, M. B. H., Whittle, S., Simmons, J., and Allen, N. B. (2012). Emotional inertia prospectively predicts the onset of depression in adolescence. Emotion 12, 283-289. doi: 10.1037/a0025046.
    • (2012) Emotion , vol.12 , pp. 283-289
    • Kuppens, P.1    Sheeber, L.B.2    Yap, M.B.H.3    Whittle, S.4    Simmons, J.5    Allen, N.B.6
  • 21
    • 0020333131 scopus 로고
    • Random-effects models for longitudinal data
    • Laird, N. M. and Ware, J. H. (1982). Random-effects models for longitudinal data. Biometrics 38, 963-974. doi: 10.2307/2529876.
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.M.1    Ware, J.H.2
  • 22
    • 0033074702 scopus 로고    scopus 로고
    • Emotional transmission in the daily lives of families: a new paradigm for studying family process
    • Larson, R. W. and Almeida, D. M. (1999). Emotional transmission in the daily lives of families: a new paradigm for studying family process. J. Marriage Fam. 61, 5-20. doi: 10.2307/353879.
    • (1999) J. Marriage Fam. , vol.61 , pp. 5-20
    • Larson, R.W.1    Almeida, D.M.2
  • 23
    • 0000967256 scopus 로고
    • Bias in the estimation of autocorrelations
    • Marriott, F. H. C. and Pope, J. A. (1954). Bias in the estimation of autocorrelations. Biometrika 41, 390-402. doi: 10.1093/biomet/41.3-4.390.
    • (1954) Biometrika , vol.41 , pp. 390-402
    • Marriott, F.H.C.1    Pope, J.A.2
  • 24
    • 85019795269 scopus 로고    scopus 로고
    • Mehl, M. R. and Conner, T. S., editors (2012). Handbook of Research Methods for Studying Daily Life. New York, NY: The Guilford Press.
  • 25
    • 44449135195 scopus 로고    scopus 로고
    • Ruminative self-focus and negative affect: An experience sampling study
    • Moberly, N. J. and Watkins, E. R. (2008). Ruminative self-focus and negative affect: An experience sampling study. J. Abnorm. Psychol. 117, 314-323. doi: 10.1037/0021-843X.117.2.314.
    • (2008) J. Abnorm. Psychol. , vol.117 , pp. 314-323
    • Moberly, N.J.1    Watkins, E.R.2
  • 26
    • 0035536252 scopus 로고    scopus 로고
    • Multilevel random coefficient analyses of event-and interval-contingent data in social and personality psychology research
    • Nezlek, J. B. (2001). Multilevel random coefficient analyses of event-and interval-contingent data in social and personality psychology research. Pers. Soc. Psychol. Bull. 27, 771-785. doi: 10.1177/0146167201277001.
    • (2001) Pers. Soc. Psychol. Bull. , vol.27 , pp. 771-785
    • Nezlek, J.B.1
  • 27
    • 0001961055 scopus 로고
    • A study of the autoregressive nature of the time series used for Tinbergen's model of the economic system of the United States, 1919-1932
    • Orcutt, G. H. (1948). A study of the autoregressive nature of the time series used for Tinbergen's model of the economic system of the United States, 1919-1932. J. R. Stat. Soc. Series B 10, 1-53.
    • (1948) J. R. Stat. Soc. Series B , vol.10 , pp. 1-53
    • Orcutt, G.H.1
  • 28
    • 85019798559 scopus 로고    scopus 로고
    • R Development Core Team (2009). R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing.
  • 29
    • 85019824445 scopus 로고    scopus 로고
    • Raudenbush, S. W. and Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods, 2nd Edn. Thousand Oaks, CA: Sage Publications.
  • 30
    • 67949083220 scopus 로고    scopus 로고
    • 'Multilevel autoregressive modeling of interindividual differences in the stability of a process'
    • eds T. A. Walls and J. L. Schafer (New York, NY: Oxford University Press)
    • Rovine, M. J., and Walls, T. A. (2006). "Multilevel autoregressive modeling of interindividual differences in the stability of a process," in Models for Intensive Longitudinal Data, eds T. A. Walls and J. L. Schafer (New York, NY: Oxford University Press), 124-147.
    • (2006) Models for Intensive Longitudinal Data , pp. 124-147
    • Rovine, M.J.1    Walls, T.A.2
  • 31
    • 84921350530 scopus 로고    scopus 로고
    • Singer, J. D. and Willett, J. B. (2003). Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. New York, NY: Oxford University Press. doi: 10.1093/acprof:oso/9780195152968.001.0001.
  • 32
    • 85019774356 scopus 로고    scopus 로고
    • Snijders, T. A. B. and Bosker, R. J. (2012). Multilevel Analysis: An introduction to basic and advanced multilevel modeling, 2 Edn. London: Sage Publishers.
  • 33
    • 0032221139 scopus 로고    scopus 로고
    • Emotional reactivity to everyday problems, affective inertia, and neuroticism
    • Suls, J., Green, P., and Hillis, S. (1998). Emotional reactivity to everyday problems, affective inertia, and neuroticism. Pers. Soc. Psychol. Bull. 24, 127-136. doi: 10.1177/0146167298242002.
    • (1998) Pers. Soc. Psychol. Bull. , vol.24 , pp. 127-136
    • Suls, J.1    Green, P.2    Hillis, S.3
  • 35
    • 85019819748 scopus 로고    scopus 로고
    • Verbeke, G. and Molenberghs, G. (2000). Linear Mixed Models for Longitudinal Data. New York, NY: Springer-Verlag.
  • 36
    • 84874440538 scopus 로고    scopus 로고
    • Investigating inter-individual difference in short-term intra-individual variability
    • Wang, L., Hamaker, E. L., and Bergman, C. S. (2012). Investigating inter-individual difference in short-term intra-individual variability. Psychol. Methods 17, 567-581. doi: 10.1037/a0029317.
    • (2012) Psychol. Methods , vol.17 , pp. 567-581
    • Wang, L.1    Hamaker, E.L.2    Bergman, C.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.