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Scientific explanation: A critical survey

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Abstract

This paper describes the development of theories of scientific explanation since Hempel's earliest models in the 1940ies. It focuses on deductive and probabilistic whyexplanations and their main problems: lawlikeness, explanation-prediction asymmetries, causality, deductive and probabilistic relevance, maximal specifity and homogenity, the height of the probability value. For all of these topic the paper explains the most important approaches as well as their criticism, including the author's own accounts. Three main theses of this paper are: (1) Both deductive and probabilistic explanations are important in science, not reducible to each other. (2) One must distinguish between (cause giving) explanations and (reason giving) justifications and predictions. (3) The adequacy of deductive as well as probabilistic explanations is relative to a pragmatically given background knowledge-which does not exclude, however, the possibility of purely semantic models.

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References

  1. Achinstein, P. (1983), The Nature of Explanation, Oxford Univ. Press, Oxford.

    Google Scholar 

  2. Alston, W.P. (1971), The Place of the Explanation of Particular Facts in Science, Philosophy of Science, 38, pp. 13–34.

    Article  Google Scholar 

  3. Bromberger, S. (1965), An Approach to Explanation, in: R. Butler (ed) Analytical Philosophy, Second Series, Basil Blackwell, Oxford, pp. 72–105.

    Google Scholar 

  4. Bromberger, S. (1966), Why-Questions, in: R. Colodny (ed), Mind and Cosmos, Univ. of Pittsburgh Press, pp. 86–111.

  5. Burks, A.W. (1951), The Logic of Causal Propositions Mind 60, pp. 363–382.

    Article  Google Scholar 

  6. Carnap, R. (1947), On the Application of Inductive Logic, Philosophy and Phenomenological Research, 8, pp. 133–147.

    Article  Google Scholar 

  7. Carnap, R. (1950), Logical Foundations of Probability, Univ. of Chicago Press.

  8. Carnap, R. (1966), Philosophical Foundations of Physics, Basic Books, New York.

    Google Scholar 

  9. Carnap, R. and Jeffrey, R. (1971), Studies in Inductive Logic and Probability, Vol. I, Univ. of California Press.

  10. Cartwright, N. (1979), Causal Laws and Effective Strategies, Nous 13, pp. 419–437.

    Article  Google Scholar 

  11. Coffa, J. (1974), Hempel's Ambiguity, Synthese 28, pp. 419–437.

    Article  Google Scholar 

  12. Dray, W. (1957), Laws and Explanation in History, Oxford Univ. Press, London.

    Google Scholar 

  13. Duhem, P. (1908), Ziel und Struktur physikalischer Theorien, Felix Meiner, Hamburg (Ausgabe 1978).

    Google Scholar 

  14. Eberle, R., Kaplan, D. and Montague, R. (961), Hempel and Oppenheim on Explanation, Philosophy of Science 28, pp. 418–428.

  15. Feigl, H. (1970), The Orthodox View of Theories: Remarks in Defense as well as Critique, in: Minnesota Studies in the Philosophy of Science, Vol. IV, University of Minnesota Press, Minneapolis.

    Google Scholar 

  16. Fetzer, J. (1981) Probability and Explanation, Synthese 48, pp. 71–108.

    Google Scholar 

  17. Forge, J. (1980), the Structure of Physical Explanation, Philosophy of Science 47, pp. 203–226.

    Article  Google Scholar 

  18. Friedman, M. (1974), Explanation and Scientific Understanding, Journal of Philosophy 71, pp. 5–19.

    Article  Google Scholar 

  19. Gärdenfors, P. (1976), Relevance and Redundancy in Deductive Explanation, Philosophy of Science 43, pp. 420–432.

    Article  Google Scholar 

  20. Gärdenfors, P. (1980), A Pragmatic Approach to Explanation, Philosophy of Science 47, pp. 404–423.

    Article  Google Scholar 

  21. Gardiner, P. (19), The Nature of Historical Explanation, Oxford Univ. Press.

  22. Gasking, D. (1955), Causation and Recipes, Mind 54, pp. 479–487.

    Article  Google Scholar 

  23. Goodman, N. (1946), A Query on Confirmation, Journal of Philosophy 44, pp. 383–385.

    Article  Google Scholar 

  24. Goodman, N. (1947), The Problem of Counterfactual Conditionals, Journal of Philosophy 44, pp. 113–128.

    Article  Google Scholar 

  25. Goodman, N. (1955), Fact, Fiction, and Forecast, Cambridge Univ. Press.

  26. Goodman, N. (1978), Ways of Worldmaking, Harvester Press, Hassocks/Sussex.

    Google Scholar 

  27. Grünbaum, A. (1963), Temporally Asymmetric Principles, Parity between Explanation and Prediction, Mechanism versus Teleology, in: Baumrin, B. (ed.), Philosophy of Science, The Delaware Seminar, Vol. I, John Wisley, New York.

    Google Scholar 

  28. Grünbaum, A. (1972), Philosophical Problems of Space and Time, Reidel, Dordrecht.

    Google Scholar 

  29. Hempel, G. (1942), The Function of General Laws in History, Journal of Philosophy 39; reprinted in Hempel (1965) pp. 231–243, page numbering refers to the reprint.

  30. Hempel, C.G. and Oppenheim, P, (1948), Studies in the Logic of Explanation, Philosophy of Science 15; reprinted in Hempel (1965), pp. 245–290; page numbering refers to the reprint.

  31. Hempel, C.G. (1959), The Logic of Functional Analysis, reprinted in Hempel (1965), pp. 297–330.

  32. Hempel, C.G. (1962), Deductive-Nomological versus Statistical Explanation, in: Feigl, H. and Maxwell, G. (eds.), Minnesota Studies in the Philosophy of Science, Vol III, Univ. of Minnesota Press.

  33. Hempel, C.G. (1965), Aspects of Scientific Explanation (and Other Essays), Free Press, New York.

    Google Scholar 

  34. Hempel, C.G. (1968), Maximal Specifity and Lawlikeness in Probabilistic Explanation, Philosophy of Science 35, pp. 116–133.

    Article  Google Scholar 

  35. Hempel, C.G. (1977), Nachwort 1976: Neuere Ideen zu den Problemen der statistischen Erklärung, in C.G. Hempel, Aspekte wissenschaftlicher Erklärung, W. de Gruyter, Berlin, pp. 98–123.

    Chapter  Google Scholar 

  36. Humphreys, W.C. (1968), Statistical Ambiguity and Maximal Specifity, Philosophy of Science, Vol. 34, pp. 112–115.

    Article  Google Scholar 

  37. Humphreys, P. (1981), Aleatory Explanation, Synthese 48, pp. 225–232.

    Article  Google Scholar 

  38. Jeffrey, R.C. (1971) Statistical Explanation vs. Statistical Relevance, in: Salmon (1971), pp. 19–28.

  39. Kanitscheider, B. (1981), Wissenschaftstheorie der Naturwissenschaften, de Gruyter, Berlin.

    Book  Google Scholar 

  40. Käsbauer, M. (1976), Definitionen der wissenschaftlichen Erklärung, Erkenntnis 10, pp. 255–273.

    Article  Google Scholar 

  41. Kim, J. (1963), On the Logical Conditions of Deductive Explanation, Philosophy of Science 30, pp. 286–291.

    Article  Google Scholar 

  42. Kitcher, P. (1981), Explanatory Unification, Philosophy of Science 48, pp. 507–531.

    Article  Google Scholar 

  43. Kitcher, P. and Salmon, W. (eds.), 1989), Scientific Explanation, Minnesota Studies in the Philosophy of Science Vol. XIII), University of Minnesota Press, Minneapolis.

    Google Scholar 

  44. Kripke, S. (1976), Naming and Necessity, Basil Blackwell, Oxford.

    Google Scholar 

  45. Küttner, M. (1976), Ein verbesserter deduktiv-nomologischer Erklärungsbegriff, Zeitschrift für Allgemeine Wissenschaftstheorie 7, pp. 274–297.

    Article  Google Scholar 

  46. Kutschera, F.v. (1972), Wissenschaftstheorie, Vol. I and II, W. Fink, Munich.

    Google Scholar 

  47. Kutschera, F.v. (1982), Grundfragen der Erkenntnisttheorie, de Gruyter, Berlin.

    Google Scholar 

  48. Lenk, H. (1972), Erklärung, Prognose, Planung, Rombach, Freiburg.

  49. Lenk, H. (1985); Bemerkungen zur pragmatisch-epistemischen Wende in der wissenschaftstheoretischen Analyse der Ereigniserklärungen, Erkenntnis 22, pp. 461–473.

    Article  Google Scholar 

  50. Lenzen, W. (1974), Theorie der Bestätigung wissenschaftlicher Hypothesen, Frommann-Holzboog, Stuttgart-Bad Cannstatt.

    Google Scholar 

  51. Losee, J. (1972), A Historical Introduction to the Philosophy of Science, Oxford Univ. Press.

  52. Mach, E. (1883), Die Mechanik, Wissenschaftliche Buchgesellschaft, Darmstadt, edition 1973.

    Google Scholar 

  53. Manninen, J. and Tuomela, R. (eds., 1976), Essays on Explanation and Understanding, Reidel, Dordrecht.

    Google Scholar 

  54. Mehlberg, H. (1961), Physical Laws and Time Arrow, in Feigl, H. and Maxwell, G. (eds), Current Issues in the Philosophy of Science, Holt, New York.

    Google Scholar 

  55. Mill, J. St. (1843), A System of Logic, first ed., John W. Parker, London.

    Google Scholar 

  56. Nagel, E. (1961), The Structure of Science, Routledge and Kegan Paul, London.

    Google Scholar 

  57. Niiniluoto, I. (1981), Statistical Explanation Reconsidered, Synthese 48, pp. 437–472.

    Article  Google Scholar 

  58. Otte, R. (1981), A Critique of Suppes' Theory of Probabilistic Causality, Synthese 48, pp. 167–190.

    Article  Google Scholar 

  59. Patel, P. (1965), Logische und methodologische Probleme der wissenschaftlichen Erklärung, Diss., München.

  60. Pearson, K. (1957), The Grammar of Science, 3rd ed., Meridian Books, New York.

    Google Scholar 

  61. Popper, K. (1935), Logik der Forschung, Berlin, Springer

    Book  Google Scholar 

  62. Quine, W. v. O. (1960), World and Obiect, M.I.T. Press, Cambridge//Mass.

    Google Scholar 

  63. Quine, W. v. O. (1974), The Roots of Reference, Open Court, La Salle.

    Google Scholar 

  64. Railton, P. (1978), A Deductive-Nomological Model of Probabilistic Explanation, Philosophy of Science 45, pp. 206–226.

    Article  Google Scholar 

  65. Reichenbach, H. (1947), Elements of Symbolic Logic, New York.

  66. Reichenbach, H. (1949), The Theory of Probability, Univ. of California Press, Berkeley and Los Angeles.

    Google Scholar 

  67. Reichenbach, H. (1951), The Rise of Scientific Philosophy, Univ. of California Press, Berkeley and Los Angeles.

    Google Scholar 

  68. Reichenbach, H. (1956), The Direction of Time, Univ. of California Press, Berkeley and Los Angeles.

    Google Scholar 

  69. Salmon, W. (1963), On Vindicating Induction, Philosophy of Science 30, pp. 252–261.

    Article  Google Scholar 

  70. Salmon, W. (1965), The Status of Prior Probabilities in Statistical Explanation, Philosophy of Science 32, pp. 137–146.

    Article  Google Scholar 

  71. Salmon, W. (1971), Statistical Explanation and Statistical Relevance (With Contributions by R. Jeffrey and J. Greeno), Univ. of Pittsburgh Press.

  72. Salmon, W. (1978), Why ask ‘Why?’, Proc. Addr. Amer. Phil. Assoc. 51, pp. 638–705.

    Google Scholar 

  73. Salmon, W. (1984), Scientific Explanation and the Causal Structure of the World, Princeton Univ. Press.

  74. Salmon, W. (1989), Four Decades of Scientific Explanation, Univ. of Minnesota Press, Minneapolis.

    Google Scholar 

  75. Salmon, W. (1989), Explanation in the Social Sciences, in: Kitcher and Salmon (eds., 1989), pp. 384–409.

  76. Schlick, M. (1930/1), Die Wende der Philosophie, Erkenntnis, Vol. 1, pp. 4–11.

    Article  Google Scholar 

  77. Schurz, G. (1982), Ein Logisch-pragmatisches Model von deduktiv-nomologischer Erklärung (Systematisierung), Erkenntnis 17, pp. 321–347.

    Article  Google Scholar 

  78. Schurz, G. (1983), Wissenschaftliche Erklärung. Ansätze zu einer logischpragmatischen Wissenschaftstheorie, dbv-Verlag für die TU Graz, Graz.

    Google Scholar 

  79. Schurz, G. (1984), Correct Explanatory Arguments and Understanding — Why. An Approach to Scientific Understanding Based on Knowledge — Dynamics, in: Weingartner, P. and Pühringer, C. (eds.), Philosophy of Science — History of Science, Philosophia Naturalis, Vol. 21, No 2-4, pp. 321–338.

  80. Schurz, G. (1988), Was ist wissenschaftliches Verstehen? Eine Theorie verstehensbe-wirkender Erklärungsepisoden, in: Schurz, G. (ed. 1988), Erklären und Verstehen in der Wissenschaft, R. Oldenbourg (Scientia Nova), Munich.

    Google Scholar 

  81. Schurz, G. (1989), Different Relations between Explanation and Prediction in Stable, Unstable and Indifferent Systems, in: P. Weingartner and G. Schurz (eds.), Philosophy and the Natural Sciences, Proceedings of the 13th International Wittgenstein Symposium, Hölder-Pichler-Tempsky, Vienna, pp. 250–258.

  82. Schurz, G. (1991), Relevant Deduction, From Solving Paradoxes towards General Theory, Erkenntnis 35, pp. 391–437.

    Google Scholar 

  83. Schurz, G. (1994), Stufen der Pragmatisierung von deduktiv-nomologischer Erklärung, Begründung und Voraussage, in: Stachowiak, H. (ed.), Pragmatische Tendenzen in der Wissenschaftstheorie. Pragmatik. Handbuch pragmatischen Denkens, Band V, Felix Meiner, Hamburg.

    Google Scholar 

  84. Schurz, G. and Weingartner, P. (1987), Verisimilitude Defined by Relevant Consequence-Elements. A New Reconstruction of Popper's Original Idea, in: T.A.F. Kuipers (ed), What Is Closer-To-The-Truth, Rodopi, Amsterdam, pp. 47–77.

    Google Scholar 

  85. Schurz, G. and Lambert, K. (1994), Outline of a Theory of Scientific Understanding, Synthese 101, pp. 65–120.

    Google Scholar 

  86. Scriven, M. (1959), Truisms as the Grounds for Historical Explanation, in: P. Gardiner (ed), Theories of History, New York, pp. 443–468.

  87. Scriven, M. (1962), Explanation, Prediction and Laws, in: Feigl, H. and Maxwell, G. (eds.), Minnesota Studies in the Philosophy of Science, Vol. III, Univ. of Minnesota Press.

  88. Stegmüller, W. (1969), Probleme und Resultate der Wissenschaftstheorie und Analytischen Philosophie. Band I: Wissenschaftliche Erklärung und Begründung, Springer, Berlin.

    Google Scholar 

  89. Stegmüller, W. (1986), Probleme und Resultate der Wissenschaftstheorie und Analytischen Philosophie. Band I: Erklärung-Begründung- Kausalität. Zweite verbesserte und erweiterte Auflage, Springier, Berlin.

    Google Scholar 

  90. Stegmüller, W. (1986), Probleme und Resultate der Wissenschaftstheorie und Analytischen Philosophie. Band II. Dritter Teilband: Die Entwicklung des neuen Strukturalismus seit 1973, Springer, Berlin.

    Google Scholar 

  91. Suppes, P. (1970), A Probabilistic Theory of Causality, North Holland, Amsterdam.

    Google Scholar 

  92. Suppes, P. (1985), Explaining the Unpredictable, Erkenntnis 22, pp. 187–195.

    Article  Google Scholar 

  93. Tuomela, R. (1976), Morgan on Deductive Explanation, Journal of Philosophical Logic 5, pp. 527–543.

    Article  Google Scholar 

  94. Tuomela, R. (1980), Explaining, Explaining, Erkenntnis 15, pp. 211–243.

    Article  Google Scholar 

  95. Tuomela, R. (1981), Inductive Explanation, Synthese 48, pp. 257–294.

    Article  Google Scholar 

  96. Van Fraassen, B. (1980), The Scientific Image, Clarendon Press, Oxford.

    Book  Google Scholar 

  97. Van Fraassen, B. (1985), Salmon on Explanation, Journal of Philosophy 11, pp. 639–651.

    Article  Google Scholar 

  98. Whewell, W. (1847), The Philosophy of the Inductive Sciences, 2nd edition, 2 Volumes, John W. Parker, London.

    Google Scholar 

  99. Wilson, F. (1985), Explanation, Causation and Deduction, Reidel, Dordrecht.

    Book  Google Scholar 

  100. Wilson, M. (1979), Maxwell's Condition — Goodman's Problem, British Journal for the Philosophy of Science 30, pp. 107–123.

    Article  Google Scholar 

  101. Wittgenstein, L. (1921), Tractatus logico-philosophicus, Routledge & Kegan Paul, London.

    Google Scholar 

  102. Wójcicki, R. (1966), Filozofia Nauki w Minnesota Studies, Studia Filozoficzne, pp. 143–154.

  103. Woodward, J. (1979), Scientific Explanation, British Journal for the Philosophy of Science 30, pp. 41–67.

    Article  Google Scholar 

  104. Wright, G.H.v. (1971), Explanation and Understanding, Cornell Univ. Press, Ithaca.

    Google Scholar 

  105. Wright, L. (1976), Teleological Explanations, Univ. of California Press, Berkeley.

    Google Scholar 

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Schurz, G. Scientific explanation: A critical survey. Found Sci 1, 429–465 (1995). https://doi.org/10.1007/BF00145406

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