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Idiodynamic profiles of cardiovascular activity: A P-technique approach

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Abstract

A study was conducted to expand the conventional view of cardiovascular (CV) reactivity by using the idiodynamic paradigm for investigation of individuals. Patterns of autonomic CV regulation were assessed in six subjects across diverse laboratory tasks on three separate occasions. Individual CV profiles were derived from these data with P-technique factor analysis, and then group aggregated with chain P-technique. The composite pattern suggested a three-component solution consisting of cardiac rate, cardiac contractility, and peripheral resistance factors. Individual profiles were compared to the composite pattern; these profiles differed in the number of components derived, percentage variance explained by these components, and relative dominance of specific CV components. A hypothesis that emerged is that the subjects differed in the complexity of CV control. It appears that the idiodynamic framework, combined with novel research designs and statistical methods, may help expand the view of CV reactivity beyond the traditional unitary view as response magnitude.

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References

  • Allen, M.T., Boquet, A.J., Shelley, K.S. (1991). Cluster analyses of cardiovascular responsivity to three laboratory stressors.Psychosomatic Medicine, 53, 272–288.

    PubMed  Google Scholar 

  • Allport, G.W. (1937).Personality: A Psychological Interpretation. New York: Holt.

    Google Scholar 

  • Allport, G.W. (1961).Pattern and growth in personality. New York: Holt, Rinehart, & Winston.

    Google Scholar 

  • Allport, G.W. (1962). The general and the unique in psychological science.Journal of Personality, 30, 405–22.

    Article  PubMed  Google Scholar 

  • Allport, G.W. (1966). Traits revisited.American Psychologist, 21, 1–10.

    Article  Google Scholar 

  • Anastasi, A. (1958).Differential psychology: individual and group differences in behavior (3rd ed.), New York: Macmillan.

    Google Scholar 

  • Blascovitch, J., & Katkin, E.S. (Eds.) (1991).Cardiovascular Reactivity to Psychological Stress and Disease. Washington, DC: American Psychological Association.

    Google Scholar 

  • Brown, K.W., & Moskowitz, D.S. (1998). It’s a function of time: a review of the process approach to behavioral medicine.Annals of Behavioral Medicine, 1998, 109–117.

    Article  Google Scholar 

  • Carroll, D., Smith, G.D., Sheffield, D., Shipley, M.J., & Marmot, M.G. (1995). Pressor reactions to psychological stress and prediction of future blood pressure: data from the Whitehall II study.British Medica Journal, 310, 771–76.

    Google Scholar 

  • Cattell, R.B. (1988a). The data box: its ordering of total resources in terms of possible relational systems. In J.R. Nesselroade & R.B. Cattell (Eds.),Handbook of multivariate experimental psychology (2nd ed) (pp. 69–130). Chicago: Rand McNally.

    Google Scholar 

  • Cattell, R.B. (1988b). Psychological theory and scientific method. In J.R. Nesselroade & R.B. Cattell (Eds.),Handbook of multivariate experimental psychology (2nd ed) (pp. 3–20). Chicago: Rand McNally.

    Google Scholar 

  • Cliff, N. (1966). Orthogonal rotation to conguruence.Psychometrika, 31, 33–41.

    Article  Google Scholar 

  • Danziger, K. (1990).Constructing the subject: historical origins of psychological research. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Denenberg, V.H. (1982). Comparative psychology and single-subject research. In D.W. Fiske (Series Ed.), A.E. Kazdin & A.H. Tuma (Vol. Eds.),New directions formethodology of social and behavioral sciences: single-case research designs (Vol. 13) (pp. 9–31), San Francisco: Jossey-Bass.

    Google Scholar 

  • Dielman, T.E. (1983). Pooled cross-sectional and time series data: a survey of current statistical methodology.American Statistician, 37, 111–22.

    Article  Google Scholar 

  • Edwards, A.E., & Hill, R.A. (1967). The effect of data characteristics on theoretical conclusion concerning the physiology of emotions.Psychosomatic Medicine, 24, 303–310.

    Google Scholar 

  • Endicott, J. (1993). The return of the case report to psychosomatic medicine.Psychosomatic Medicine, 55, 11.

    PubMed  Google Scholar 

  • Ewart, C.K., & Kolodner, K.B. (1992). Diminished pulse pressure response to psychological stress: early precursor of essential hypertension.Psychosomatic Medicine, 54, 436–446.

    PubMed  Google Scholar 

  • Eysenck, H.J. (1954). The science of personality: Nomothetic.Psychological Review, 61, 339–342.

    Article  PubMed  Google Scholar 

  • Fahrenberg, J. (1986). Psychophysiological individuality: a pattern analytic approach to personality research and psychosomatic medicine.Advances in Behavioral Research and Therapy, 8, 43–100.

    Article  Google Scholar 

  • Foflick, M.J., Ahom, D.K., Gorkin, L., Nisura, R.S., Herd, J.A., Ewart, C., Schron, E.B., Kornfield, D.S., & Capone, R. J. (1990). Relation of psychosocial and stress reactivity variables to ventricular arrhythmias in Cardiac Arrhythmia Pilot Study (CAPS).American Journal of Cardiology, 86, 53–67.

    Google Scholar 

  • Fox, S.I. (1999).Human Physiology (6th ed), Dubuque, IA: WC Brown Publishers.

    Google Scholar 

  • Freeman, R. (1990). Autonomic nervous system, In J.H. Stein (Ed.),Internal medicine (3rd ed) (pp. 1894–1903), Boston: Little Brown & Co.

    Google Scholar 

  • Friedman, B.H., & Thayer, J.F. (1998a). Anxiety and autonomic flexibility: a cardiovascular approach.Biological Psychology, 49, 313–23.

    Google Scholar 

  • Friedman, B.H., & Thayer, J.F. (1998b). Autonomic balance revisited: panic anxiety and heart rate variability.Journal of Psychosomatic Research, 44, 133–151.

    Article  PubMed  Google Scholar 

  • Friedman, B.H., Thayer, J.F., Borkovec, T.D., Tyrrell, R.A., Johnsen, B.H., & Colombo, R. (1993). Autonomic characteristics of nonclinical panic and blood phobia.Biological Psychiatry, 34, 298–310.

    Article  PubMed  Google Scholar 

  • Friedman, B.H., Thayer, J.F., & Tyrrell, R.A. (1996). Spectral characteristics of heart period variability during cold face stress and shock avoidance in normal subjects.Clinical Autonomic Research, 6, 47–152.

    Article  Google Scholar 

  • Garmezy, N. (1982). The case for the single case in research In D.W. Fiske (Series Ed.), A.E. Kazdin & A.H. Tuma (Vol. Eds.),New directions for methodology of social and behavioral sciences: single-case research designs (Vol. 13) (pp. 5–17), San Francisco: Jossey-Bass.

    Google Scholar 

  • Gerin, W., Rosofsky, M., Pieper, C., & Pickering, T.G. (1994). A test of generalizability of cardiovascular reactivity using a controlled ambulatory procedure.Psychosomatic Medicine, 56, 360–68.

    PubMed  Google Scholar 

  • Goldberger, A.L. (1991). Is the normal heartbeat chaotic or homeostatic?.News in Physiological Science, 6, 87–91.

    Google Scholar 

  • Guadagnoli, E., & Velicer, W. (1991). A comparison of pattern matching indices.Multivariate Behavioral Research, 26, 323–343.

    Article  Google Scholar 

  • Hair, J.F., Anderson, R.E., Tatham, R.L., & Black, W.C. (1998).Multivariate data analysis (5th ed). Upper Saddle River, NJ, Prentice Hall.

    Google Scholar 

  • Hetzel, R.D. (1996). A primer on factor analysis with comments on patterns of practice and reporting. In B. Thompson (Ed.),Advances in social science methodology (Vol. 4) (pp. 175–206). Greenwich, CT: JAI Press 1996.

    Google Scholar 

  • Jaccard, J., & Wan, C.K. (1993). Statistical analysis of temporal data with many observations: issues for behavioral medicine,Annals of Behavioral Medicine, 15, 41–50.

    Google Scholar 

  • Jennings, J.R., van der Molen, M.W., & Somsen, J.M. (1998). Changes in heart beat timing: reactivity, resetting, or perturbation?.Biological Psychology, 47, 227–42.

    Article  PubMed  Google Scholar 

  • Jones, C.J., & Nesselroade, J.R. (1990). Multivariate, replicated, single-subject, repeated measures designs and P-technique factor analysis: a review of intraindividual change studies.Experimental Aging Research, 16, 171–183.

    PubMed  Google Scholar 

  • Julius, S., Jones, K., Schork, N., Johnsen, E., Krause, L., Nazzaro, P., & Zemva, A. (1991). Independence of pressure reactivity from pressure levels in Tecumseh, Michigan.Hypertension, 17 (Supp. 3), H12-H21.

    Google Scholar 

  • Kamarck, T.W. (1992). Recent developments in the study of cardiovascular reactivity: contributions from psychometric theory and social psychology.Psychophysiology, 29, 491–503.

    Article  PubMed  Google Scholar 

  • Kamarck, T.W., Jennings, J.R., Pogue-Geile, M., & Manuck, S.B. (1994). A multidimensional measurement model for cardiovascular reactivity: stability and cross-validation in two adult samples.Health Psychology, 13, 471–78.

    Article  PubMed  Google Scholar 

  • Kaplan, D., Furman, M.I., Picus, S.M., Ryan, S.M., Lipsitz, L.A., Goldberger, A.L. (1991). Aging and the complexity of cardiovascular dynamics.Biophysiological Journal, 59, 945–49.

    Article  Google Scholar 

  • Krantz, D.S., & Manuck, S.B. (1984). Acute psychophysiologic reactivity and risk of cardiovascular disease: a review and methodologic critique.Psychological Bulletin, 96, 435–64.

    Article  PubMed  Google Scholar 

  • Kratochwill, T.R., & Levin, J.R. (Eds.) (1992).Single-case research design and analysis: new directions for psychology and education. Hillsdale NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Larsen, R.J., & Culter, S.E. (1996). The complexity of individual emotional lives: a within-subject analysis of affect structure.Journal of Social and Clinical Psychology, 15, 206–230.

    Article  Google Scholar 

  • Levenson, R.W. (1988). Emotion and the autonomic nervous system: a prospectus for research on autonomic specificity. In H.L. Wagner (Ed.),Social psychophysiology and emotion: theory and clinical applications (pp. 17–42). New York: John Wiley & Sons.

    Google Scholar 

  • Light, K.C. (2001). Hypertension and the reactivity hypothesis: the next generation,Psychosomatic Medicine, 63, 744–746.

    PubMed  Google Scholar 

  • Linden, W., Gerin, W., & Davidson, K. (2003). Cardiovascular reactivity: Status quo and a research agenda for the new millennium.Psychosomatic Medicine, 65, 5–8.

    Article  PubMed  Google Scholar 

  • Lipsitz, L.A, & Goldberger, A.L. (1992). Loss of complexity and aging: potential applications of fractals and chaos theory to senescence.Journal of the American Medical Association, 267, 806–809.

    Article  Google Scholar 

  • Luborsky, L., & Mintz, J. (1972). The contribution of P-technique to personality, psychotherapy, and psychosomatic research. In R. M. Dreger (Ed.),Multivariate personality research: contributions to the understanding of personality in honor of Raymond B. Cattell (pp. 387–410). Baton Rouge, LA: Claitor’s Publishing Division.

    Google Scholar 

  • Magnusson, D., & Endler, N.S. (Eds.) (1977).Personality at the crossroads: current issues in interactional psychology. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Malliani, A., Pagani, M., Lombardi, F. & Cerutti, S. (1991). Cardiovascular neural regulation explored in the frequency domain.Circulation, 84, 482–492.

    PubMed  Google Scholar 

  • Malmo, R.B., & Shagass, C. (1949). Physiologic study of symptom neurosis in psychiatric patients under stress.Psychosomatic Medicine, 11, 25–29.

    PubMed  Google Scholar 

  • Mandell, A.J., & Selz, K.A. (1992). Dynamical systems in psychiatry: now what?Biological Psychiatry, 31, 299–301.

    Article  Google Scholar 

  • Mandell, A. J., & Schlesinger, M.F. (1990). Lost choices: parallelism and topological entropy decrements in neurobiological aging. In S. Krasner (Ed.),The ubiquity of chaos (pp. 35–46). Washington, DC: American Association for the Advancement of Science.

    Google Scholar 

  • Mandell, A.J., Stewart, K.D., & Russo, P.V. (1981). The Sunday syndrome: from kinetics to altered consciousness.Federal Proceedings 40, 2693–2698.

    Google Scholar 

  • Manuck, S. (1994). Cardiovascular reactivity in cardiovascular disease: “Once more unto the breach.rd.International Journal of Behavioral Medicine, 1, 4–31.

    Article  PubMed  Google Scholar 

  • Manuck, S.B., Kasprowicz, A.L., Monroe, S.M., Larkin, K.T., & Kaplan, J.R. (1989). Psychophysiologic reactivity as a dimension of individual differences. In N. Schneiderman, S.M. Weiss, & P.G. Kaufmann, (Eds.),Handbook of research methods in cardiovascular behavioral medicine (pp. 365–382). New York: Plenum Press.

    Google Scholar 

  • Manuck, S.B., Kasprowicz, A.L., & Muldoon, M.F. (1990). Behaviorally-evoked cardiovascular reactivity and hypertension: conceptual issues and potential associations.Annals of Behavioral Medicine, 12, 17–29.

    Article  Google Scholar 

  • Michela, J.L. (1990). Within-person correlation design and analysis. In C. Hendrick & M.S. Clark (Eds.),Research metehods in personality and social psychology (pp. 279–311). Newbury Park, CA: Sage Publications.

    Google Scholar 

  • Miller, J.G. (1978).Living systems. New York: McGraw-Hill.

    Google Scholar 

  • Miranda, J., & Borkovec, T.D. (1999). Reaffirming science in psychotherapy research.Journal of Clinical Psychology, 55, 191–200.

    Article  Google Scholar 

  • Nesselroade, J.R., & Ford, D.H. (1987). Methodological considerations in modeling living systems. In M.E. Ford & D.H. Ford (Eds.),Humans as self-constructing living systems: putting the framework to work (pp. 47–79), Hillsdale, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Nesselroade, J.R., Pruchno, R., & Jacobs, A. (1986). Reliability and stability in the measurement of psychological states: an illustration with measures of anxiety.Psychologische Beitrage, 28, 255–264.

    Google Scholar 

  • Obrist, P.A. (1981).Cardiovascular psychophysiology. New York: Plenum Press.

    Google Scholar 

  • O’Connor, K. (1990). Towards a process paradigm in psychophysiology.International Journal of Psychophysiology, 9, 209–223.

    Article  PubMed  Google Scholar 

  • Ohman, A. & Magnusson, D. (1987). An interactional paradigm for research on psychopathology. In D. Magnusson & A. Ohman (Eds.),Psychopathology: an interactional perspective (pp. 3–21). New York: Academic Press.

    Google Scholar 

  • Pagani, M., Lucini, D., Rimoldi, O., Furlan, R., Piazza, S., & Biancardi, L. (1995). Effects of physical and mental exercise on heart rate variability. In M. Malik & A.J. Camm (Eds.),Heart-rate variability (pp. 245–266). Armonk, NY: Futura Publishing Co.

    Google Scholar 

  • Peng, C.K., Buldyrev, S.V., Hausdorff, J.M., Havlin, S., Mietus, J.E., Simons, M., Stanley, H. E., & Goldberger, A.L. (1994). Non-equilibrium dynamics as an indispensable characteristic of a healthy biological system.Integrative Physiological and Behavioral Science, 29, 283–293.

    Article  PubMed  Google Scholar 

  • Pickering, T.G., & Gerin, W. Cardiovascular reactivity in the laboratory and the role of behavioral factors in hypertension: a critical review.Annals of Behavioral Medicine, 12, 3–16.

  • Rose, G. (1992). Strategies of prevention: the individual and the population. In M. Marmot & P. Elliot (Eds.),Coronary heart disease epidemiology (pp. 311–324). New York: Oxford University Press.

    Google Scholar 

  • Rosenzweig, S. (1950). Norms and the individual in the psychologist’s perspective. In M.L. Reymert (Ed.), Feelings and emotions: the Mooseheart symposium (1st ed.) (pp. 327–335). New York: McGraw Hill.

    Google Scholar 

  • Rosenzweig, S. (1951). Idiodynamics in personality theory with special reference to projective methods.Psychological Review, 58, 213–223.

    Article  PubMed  Google Scholar 

  • Rosenzweig, S. (1956). Projective methods and psychometric criteria.Australian Journal of Psychology, 8, 152–155.

    Article  Google Scholar 

  • Rosenzweig, S. (1958). The place of the individual and of idiodynamics in psychology: a dialogue.Journal of Individual Psychology, 14, 3–21.

    Google Scholar 

  • Rosenzweig, S. (1984). Idiodynamics. In R.J. Corsini (Ed.), Encyclopedia of psychology (2nd ed.) (pp. 205–208). New York: Wiley & Sons.

    Google Scholar 

  • Rosenzweig, S. (1986). Idiodynamics vis-a-vis psychology.American Psychologist, 41, 241–245.

    Article  Google Scholar 

  • Rosenzweig, S. (1973). Human sexual autonomy as an evolutionary attainment, anticipating proceptive sex choice and idiodynamic bisexuality. In J. Zubin & J. Money (Eds.),Contemporary sexual behavior: Critical issues in the 1970s. Baltimore, MD: The Johns Hopkins University Press.

    Google Scholar 

  • Rosenzweig, S. (1978). Aggressive behavior and the Rosenzweig Picture-Frustration Study. New York: Praeger.

    Google Scholar 

  • Rosenzweig, S., & Fisher, S.L. (1997). “Idiographic” vis-a-vis “Idiodynamic” in the historical perspective of personality: remembering Gordon Allport, 1897–1997.Journal of Historical Behavioral Science, 33, 405–419.

    Article  Google Scholar 

  • Rozanski, A., Blumenthal, J.A., & Kaplan, J. (1999). Impact of psychological factors on the pathogenesis cardiovascular disease and implications for therapy.Circulation, 99, 2192–2217.

    PubMed  Google Scholar 

  • Saab, P.G., Llabre, M.M., Hurwitz, B.E., Schneiderman, N., Wohlgemuth, W., Durel, L., Massie, C., & Nagel, J. (1993). The cold pressor test: vascular and myocardial responses patterns and their stability.Psychophysiology, 30, 366–373.

    Article  PubMed  Google Scholar 

  • Santucci, A.K., & Friedman, B.H. (2001). Cardiovascular and affective responses to laboratory tasks [abstract].Psychophysiology, 38 (Suppl. 1), S84.

    Google Scholar 

  • Sargent, F., & Weinman, K.P. (1966). Physiological individuality.Annals New York Academy of Sciences, 134, 696–719.

    Article  Google Scholar 

  • Saul, J.P. (1990). Beat-to-beat variations of heart rate reflect modulation of cardiac autonomic outflow.News in Physiological Science, 5, 32–37.

    Google Scholar 

  • Schmidt, G., Morfill, G.E. (1995). Nonlinear methods for heart rate variability assessment. In M. Malik & A.J. Camm (Eds.), Heart rate variability (pp. 87–98). Armonk, NY: Futura Publishing Co.

    Google Scholar 

  • Sheffield, D., & Carroll, D. (1994). Social support and cardiovascular reactions to active laboratory stressors.Psychology and Health, 9, 305–316.

    Article  Google Scholar 

  • Sherwood, A., Allen, M.T., Fahrenberg, J., Kelsey, R.M., Lovallo, W.R., & van Doornen, L.J.P. (1990). Methological guidelines for impedance cardiography.Psychophysiology, 27, 1–23.

    Article  PubMed  Google Scholar 

  • Sherwood, A., & Turner, J.R. (1992). A conceptual and methodological overview of cardiovascular reactivity research. In J.R. Turner, A. Sherwood, & K. Light (Eds.),Individual differences in cardiovascular responses to stress (pp. 3–32). New York: Plenum Press.

    Google Scholar 

  • Stallone, D.D., & Stunkard, A.J. (1991). The regulation of body weight: evidence and clinical implications.Annals of Behavioral Medicine, 13, 220–230.

    Google Scholar 

  • Stemmler, G. (1993). Receptor antagonists as a tool for structural measurement in psychophysiology.Neuropsychobiology, 28, 47–53.

    Article  PubMed  Google Scholar 

  • Stemmler, G., Grossman, P., Schmid, H., & Foerster, F. (1991). A model of cardiovascular activation components.Psychophysiology, 28, 367–82.

    Article  PubMed  Google Scholar 

  • Tabachnick, B.G., & Fidell, L.S. (2001).Using multivariate statistics (4th ed). Boston: Allyn & Bacon.

    Google Scholar 

  • Thayer, J.F. (1998). New approaches to reactivity.Biological Psychology, 47, 225–226.

    Article  Google Scholar 

  • Thayer, J.F., & Friedman, B.H. (1997). The heart of anxiety: nonlinear dynamics. In A. Vingerhoets A, F. van Bussel, & J. Boelhouwer (Eds.),The (non) expression of emotion in health and disease (pp. 39–49). Tilburg, The Netherlands: Tilburg University Press.

    Google Scholar 

  • Thayer, J.F., & Friedman, B.H. (2000). The design and analysis of experiments in engineering psychophysiology. In R.W. Backs & W. Boucsein (Eds.),Engineering psychophysiology: issues and applications (pp. 59–78). Mahwah, NJ: Lawrence Erlbaum & Associates, Inc.

    Google Scholar 

  • Thoman, E. (1986). The time domain in individual subject research. In J. Valsiner (Ed.), The individual subject and scientific psychology (pp. 181–200). New York: Plenum Press.

    Google Scholar 

  • Turner, J.R., Sherwood, A., & Light, K. (1992). Individual differences in cardiovascular responses to stress. New York: Plenum Press.

    Google Scholar 

  • Valsiner, J. (Ed.) (1986).The individual subject and scientific psychology. New York: Plenum Press.

    Google Scholar 

  • van Doornen, L.J.P., Snieder, H., & Boomsa, D.I. (1998). Serum lipids and cardiovascular reactivity to stress.Biological Psychology, 30, S10.

    Google Scholar 

  • Weiss, P. (1969). The living system: determinism stratified. In A. Koestler & J.R. Symthies (Eds.),Beyond reductionism (pp. 3–55). Boston: Beacon Press.

    Google Scholar 

  • Willemsen, G.H.M., De Geus E.J.C., Claver, C.H.A.M., Van Doornen, L.J.P., & Carroll, D. (1996). Ambulatory monitoring of the impedance cardiogram.Psychophysiology, 33, 184–93

    Article  PubMed  Google Scholar 

  • Zevon, M.A., & Tellegen, A. (1982). The structure of mood change: an idiographic/nomothetic analysis.Journal of Personality and Social Psychology, 43, 111–22.

    Article  Google Scholar 

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Friedman, B.H., Santucci, A.K. Idiodynamic profiles of cardiovascular activity: A P-technique approach. Integrative Physiological & Behavioral Science 38, 295–315 (2003). https://doi.org/10.1007/BF02688859

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