The conceptual basis of active aging is extended with a dynamic systems model, called Janus. The Janus model accounts for the life-course dynamics of simple and more complex growth and decline functions, on the strength of three principles. The first principle of transition states that the unitary lifespan trajectory of development and aging is the product of two complementary forces, growth and senescence, which are effective from conception until death. The first principle solves the traditional problem of the age at which development ends and the process of aging starts. The second and third principles of peak capacity and peak time refer, respectively, to the impact of growth rate (peak capacity) and rate of senescence (peak time) on the life-course of dynamic systems. The validity of the Janus model is demonstrated by simulating the empirical lifespan trajectories of functional capacity, intelligence, and mortality. The Janus model contributes to the concept of active aging by underlining the dynamic limits of human nature, by stimulating effective policies for promoting active aging in the first half of life, and by emphasizing the growth potential of older people in the second half. 1. Introduction The roots of gerontology as a science lie in European scientific developments of the 19th century. The European “Zeitgeist” fostered a strong conviction that the scientific method could be applied to all phenomena and that rational and logical explanations of their causes could be ascertained. Science and its methodology became the doorway to knowledge. In 1835, the Flemish scientist Adolphe Quetelet published the first research report on human development and aging, titled “A Treatise on Man and the Development of his Faculties” [1]. The data he reported covered such topics as birth rate, mortality trends by age, stature, weight, and strength, as well as the development of “moral and intellectual qualities of man.” The first sentence of the report reflects his scientific orientation: “Man is born, grows up, and dies, according to certain laws which have never been properly investigated, either as a whole or in the mode of their mutual reactions” (page 1). Next, Quetelet describes an extensive research program for the study of the human life course: “… they (i.e., Quetelet’s colleagues) have neglected to put forward (…) the study of his physical development (bodily growth), and they have neglected to mark by numbers how individual man increases with respect to weight and height—how, in short, his forces are developed, the sensibility of his organs, and
References
[1]
A. Quetelet, A Treatise on Man and the Development of His Faculties, William and Robert Chambers, Edinburgh, UK, 1835.
[2]
J. E. Birren and J. J. F. Schroots, “The history of geropsychology,” in Handbook of the Psychology of Aging, J. E. Birren and K. W. Schaie, Eds., pp. 3–28, Academic Press, San Diego, Calif, USA, 5th edition, 2001.
[3]
S. Gompertz, “On the expressive law of human mortality and a new mode of determining the value of life contingency,” Philosophical Transactions of the Royal Society of London, vol. 115, pp. 513–585, 1825.
[4]
W. M. Makeham, “On the law of mortality and the construction of annuity tables,” Journal of the Institute of Actuaries, vol. 6, pp. 301–310, 1860.
[5]
S. J. Olshansky and B. A. Carnes, “Ever since Gompertz,” Demography, vol. 34, no. 1, pp. 1–15, 1997.
[6]
J. E. Anderson, “Developmental principles in childhood and maturity,” in Relations of Development and Aging, J. E. Birren, Ed., pp. 11–28, Arno Press, New York, NY, USA, 1964.
[7]
J. J. F. Schroots, “Developments in the psychology of aging,” in Developmental Psychology behind the Dikes: An Outline of Developmental Research in The Netherlands, W. Koops, H. J. G. Soppe, J. L. van der Linden, P. C. M. Molenaar, and J. J. F. Schroots , Eds., pp. 43–60, Eburon, Delft, The Netherlands, 1990.
[8]
The Handbooks of Aging (1977–2011), Consisting of Three Volumes: Handbook of the Biology of Aging; Handbook of the Psychology of Aging; Handbook of Aging and the Social Sciences, Academic Press, New York, NY, USA, 7th edition.
[9]
WHO, Active Aging. A Policy Framework, World Health Organization, Geneva, Switzerland, 2002.
[10]
R. Fernandez-Ballesteros, Active Aging. The Contribution of Psychology, Hogrefe & Huber, G?ttingen, Germany, 2008.
[11]
J. J. F. Schroots, The Janus Model of Life-Course Dynamics, Igitur, Utrecht Publishing & Archiving Services, Utrecht, The Netherlands, 2008, Initially published by the ERGO Foundation: European Research Institute on Health and Aging, Amsterdam, The Netherlands.
[12]
J. E. Birren and W. R. Cunningham, “Research on the psychology of aging: Principles, concepts and theory,” in Handbook of the Psychology of Aging, J. E. Birren and K. W. Schaie, Eds., pp. 3–34, Van Nostrand Reinhold, New York, NY, USA, 2nd edition, 1985.
[13]
J. E. Birren, “Behavioral theories of aging,” in Aging: Some Social and Biological Aspects, N. W. Shock, Ed., pp. 305–332, American Association for the Advancement of Science, Washington, DC, USA, 1960.
[14]
J. J. F. Schroots, “Ontogenetische psychologie: een eerste kennismaking,” De Psycholoog, vol. 17, pp. 68–81, 1982.
[15]
J. E. Birren and J. J. F. Schroots, “Steps to an ontogenetic psychology,” Academic Psychology Bulletin, vol. 6, pp. 177–199, 1984.
[16]
J. J. F. Schroots, “Metaphors of aging and complexity,” in Metaphors of Aging in Science and the Humanities, G. M. Kenyon, J. E. Birren, and J. J. F. Schroots , Eds., pp. 219–243, Springer, New York, NY, USA, 1991.
[17]
P. B. Baltes, “Theoretical propositions of life-span developmental psychology: on the dynamics between growth and decline,” Developmental Psychology, vol. 23, no. 5, pp. 611–626, 1987.
[18]
F. E. Yates, “The dynamics of aging and time: how physical action implies social action,” in Emergent Theories of Aging, J. E. Birren and V. L. Bengtson, Eds., pp. 90–117, Springer, New York, NY, USA, 1988.
[19]
F. E. Yates, L. A. Benton, and R. Rosen, “Biological senescence: Loss of integration and resilience,” Canadian Journal on Aging, vol. 14, no. 1, pp. 106–130, 1995.
[20]
M. E. Sehl and F. Eugene Yates, “Kinetics of human aging: I. Rates of senescence between ages 30 and 70 years in healthy people,” Journals of Gerontology A, vol. 56, no. 5, pp. B198–B208, 2001.
[21]
J. J. F. Schroots, “On growing, formative change and aging,” in Emergent Theories of Aging, J. E. Birren and V. L. Bengtson , Eds., pp. 299–329, Springer, New York, NY, USA, 1988.
[22]
J. J. F. Schroots and F. E. Yates, “On the dynamics of development and aging,” in Handbook of Theories of Aging, V. L. Bengtson and K. W. Schaie, Eds., pp. 417–433, Springer, New York, NY, USA, 1999.
[23]
C. S. Minot, The Problem of Age, Growth, and Death, Putnam, New York, NY, USA, 1908.
[24]
P. B. Medawar, The Uniqueness of the Individual, Basic Books, New York, NY, USA, 1957.
[25]
H. C. G. Kemper and R. A. Binkhorst, “Exercise and the physiological consequences of the aging process,” in Aging, Health and Competence: The Next Generation of Longitudinal Research, J. J. F. Schroots , Ed., pp. 109–126, Elsevier Science, The Netherlands, 1993.
[26]
J. E. Birren and C. M. Svensson, “Wisdom in history,” in A Handbook of Wisdom, R. J. Sternberg and J. Jordon, Eds., pp. 3–31, Cambridge University Press, New York, NY, USA, 2005.
[27]
D. Garlick, “Understanding the nature of the general factor of intelligence: the role of individual differences in neural plasticity as an explanatory mechanism,” Psychological Review, vol. 109, no. 1, pp. 116–136, 2002.
[28]
S. C. Li, U. Lindenberger, B. Hommel, G. Aschersleben, W. Prinz, and P. B. Baltes, “Transformations in the couplings among intellectual abilities and constituent cognitive processes across the life span,” Psychological Science, vol. 15, no. 3, pp. 155–163, 2004.
[29]
J. E. Birren and L. M. Fisher, “Aging and speed of behavior: Possible consequences for psychological functioning,” Annual Review of Psychology, vol. 46, no. 1, pp. 329–353, 1995.
[30]
J. F. Fries and L. M. Crapo, Vitality and Aging, Freeman, San Francisco, Calif, USA, 1981.
[31]
C. E. Finch and E. M. Crimmins, “Inflammatory exposure and historical changes in human life-spans,” Science, vol. 305, no. 5691, pp. 1736–1739, 2004.
[32]
J. G. Miller, Living Systems, McGraw-Hill, New York, NY, USA, 1978.
[33]
A. Svanborg, “Aspects of aging and health in the age interval 70–85,” in Health and Aging: Perspectives and Prospects, J. J. F. Schroots, J. E. Birren, and A. Svanborg, Eds., pp. 133–141, Springer, New York, NY, USA, 1988.
[34]
S. Kritchevsky, “A life-span perspective on translational research,” in Proceedings of the 61st Annual Scientific Meeting of the Gerontological Society of America, National Harbor, Md, USA, November 2008.
[35]
C. M. Aldwin, A. Spiro, and C. L. Park, “Health, behavior, and optimal aging: a life span developmental perspective,” in Handbook of the Psychology of Aging, J. E. Birren and K. W. Schaie, Eds., pp. 85–104, Elsevier Academic Press, Amsterdam, The Netherlands, 6th edition, 2006.
[36]
G. D. Cohen, The Mature Mind: The Positive Power of the Aging Brain, Basic Books, New York, NY, USA, 2005.
[37]
H. A. Becker and J. J. F. Schroots, Releasing the Potentials of Senior Scholars and Scientists: Emerging Productivity in a New ERA, Igitur, Utrecht Publishing & Archiving Services, Utrecht, The Netherlands, 2008, Initially published by the ERGO Foundation: European Research Institute on Health and Aging, Amsterdam, The Netherlands.
[38]
J. J. F. Schroots, “The hidden potentials of senior researchers,” in Releasing the Potentials of Senior Scholars and Scientists: Emerging Productivity in a New ERA, H. A. Becker and J. J. F. Schroots, Eds., pp. 25–49, Igitur, Utrecht Publishing & Archiving Services, Utrecht, The Netherlands, 2008, Initially published by the ERGO Foundation: European Research Institute on Health and Aging, Amsterdam, The Netherlands.
[39]
E. Goldberg, The Wisdom Paradox: How Your Mind Can Grow Stronger as Your Brain Grows Older, Gotham Books, Penguin, New York, NY, USA, 2005.
[40]
J. F. Herbart, “Psychologie als Wissenschaft,” in A History of Experimental Psychology, E. G. Boring, Ed., pp. 250–260, Appleton-Century Crofts, New York, NY, USA, 2nd edition, 1950.