Thinker20th-centuryLogical empiricism and analytic philosophy of science

Carl Gustav Hempel

Carl Gustav Hempel
Also known as: Carl G. Hempel, Peter Hempel, Carl G. Hempel ("Peter")

Carl Gustav Hempel (1905–1997) was a German-born American philosopher of science and one of the most influential figures in 20th‑century logical empiricism. Trained in mathematics, physics, and philosophy in Germany and Austria, he participated in the Berlin Group and the Vienna Circle before fleeing Nazism and helping to transplant their ideas to the United States. Hempel is best known for his analysis of scientific explanation and confirmation. With Paul Oppenheim, he formulated the Deductive–Nomological (D–N) model, according to which a good explanation or prediction subsumes the phenomenon under general laws plus initial conditions. This framework set the terms of debate for analytic philosophy of science for decades, even as it attracted criticism and refinement. Hempel’s work on confirmation, paradoxes of induction (including the “ravens paradox”), and the logical structure of historical and social explanation forced philosophers to clarify what it means for evidence to support a theory and what role laws and probability play in understanding the world. Although he began as a staunch logical empiricist, he later acknowledged the limitations of strict verificationism and helped move philosophy of science toward more nuanced, post‑positivist views while preserving a demand for clarity, rigor, and respect for scientific practice.

At a Glance

Quick Facts
Field
Thinker
Born
1905-01-08Oranienburg, near Berlin, German Empire
Died
1997-11-09Princeton, New Jersey, United States
Cause: Natural causes (age-related)
Floruit
1930–1980
Period of greatest intellectual productivity in philosophy of science and logical empiricism.
Active In
Germany, United States
Interests
Scientific explanationConfirmation theoryInduction and probabilityLogical empiricismThe structure of scientific theoriesLaws of naturePhilosophy of social science
Central Thesis

Scientific understanding is achieved by logically analyzing how empirical statements and theoretical claims are connected—through laws, probability, and evidence—so that explanation and confirmation can be assessed in precise, formally articulated terms rather than through vague metaphysical intuitions.

Major Works
The Function of General Laws in Historyextant

Die Funktion allgemeiner Gesetze in der Geschichte (original in English despite German background)

Composed: 1942

Studies in the Logic of Explanationextant

Studies in the Logic of Explanation

Composed: 1948

Fundamentals of Concept Formation in Empirical Scienceextant

Fundamentals of Concept Formation in Empirical Science

Composed: 1952

Aspects of Scientific Explanation and Other Essays in the Philosophy of Scienceextant

Aspects of Scientific Explanation and Other Essays in the Philosophy of Science

Composed: 1965

Philosophy of Natural Scienceextant

Philosophy of Natural Science

Composed: 1966

Key Quotes
To explain a phenomenon is to show that it occurred in accordance with the laws of nature, by deducing a statement describing that phenomenon from general laws in conjunction with particular facts.
Carl G. Hempel and Paul Oppenheim, "Studies in the Logic of Explanation" (1948), Philosophy of Science 15(2).

Hempel’s canonical statement of the Deductive–Nomological model, summarizing his logico-empiricist view of scientific explanation.

The aim of science is not only to discover facts but to systematize them and to derive them from general laws.
Carl G. Hempel, "Philosophy of Natural Science" (1966).

Used in introductory discussions to emphasize that scientific understanding involves organizing and explaining facts under general principles.

An explanation is not just any argument; it must have explanatory relevance: the premises must not only entail the explanandum but do so in virtue of laws or lawlike statements.
Carl G. Hempel, "Aspects of Scientific Explanation" (1965).

Hempel’s refinement of the D–N model, stressing that mere logical entailment is not sufficient for genuine scientific explanation.

The paradox of the ravens shows that the logical consequences of our intuitive ideas about confirmation are not always what we expect.
Carl G. Hempel, "Studies in the Logic of Confirmation" (1945), Mind 54(213).

Hempel’s comment on the ravens paradox, highlighting how formal analysis can reveal the counterintuitive implications of everyday reasoning about evidence.

Logical empiricism must not be regarded as a finished doctrine but as a program whose basic ideas require continual revision in the light of further analysis and of the actual workings of scientific inquiry.
Carl G. Hempel, later reflections in essays collected in "Aspects of Scientific Explanation" (1965).

Expresses his mature view that the logical empiricist project should evolve rather than be accepted or rejected wholesale.

Key Terms
Deductive–Nomological (D–N) Model: Hempel’s account of scientific explanation, in which the event to be explained is logically deduced from general laws (nomological statements) plus specific initial conditions.
Covering-Law Model: A general label for Hempel’s view that scientific and even historical explanations work by subsuming events under general [laws](/works/laws/) or lawlike regularities.
Confirmation Theory: The study of how empirical evidence supports or undermines hypotheses, which Hempel advanced through formal logical analysis and discussion of paradoxes like the ravens case.
[Paradox of the Ravens](/arguments/raven-paradox/) (Ravens Paradox): Hempel’s puzzle showing that, under simple logical rules of confirmation, observing a non-black non-raven (like a green apple) appears to confirm the hypothesis that all ravens are black.
Logical [Empiricism](/terms/empiricism/) (Logischer Empirismus): A 20th‑century movement combining empiricist views about [knowledge](/terms/knowledge/) with formal [logic](/topics/logic/), which sought to reconstruct scientific theories in logically precise, anti-metaphysical terms; Hempel was a central representative.
Nomological Statement: A lawlike generalization (from Greek nomos, law) used in Hempel’s models of explanation as a universal or probabilistic law that helps derive the event to be explained.
Observational vs. Theoretical Terms: Hempel’s distinction between vocabulary tied closely to direct observation and vocabulary referring to unobservable entities or structures, central to his analysis of how scientific theories connect to experience.
Intellectual Development

Formative Years in Europe (1923–1934)

Hempel studied mathematics, physics, and philosophy in Göttingen, Heidelberg, Berlin, and Vienna, absorbing both the rigor of formal logic and the empirical orientation of modern science. Under Hans Reichenbach in Berlin and through contact with members of the Vienna Circle (such as Rudolf Carnap), he adopted the program of logical empiricism: using logical analysis to clarify scientific concepts and to eliminate metaphysics. This period fixed his lifelong interest in the logical structure of scientific theories.

Emigration and Early American Period (1934–1948)

After fleeing Nazi Germany and spending time in Belgium and the UK, Hempel settled in the United States, holding positions at institutions including the City College of New York. He worked closely with Paul Oppenheim, integrating European logical empiricist ideas with the more pragmatically oriented philosophy of science developing in the U.S. This phase culminated in his classic D–N model of explanation and early work on the role of laws in history and the social sciences.

Systematic Development of Philosophy of Science (1948–1965)

During appointments at Yale, Princeton, and other leading universities, Hempel produced his most influential essays on explanation, confirmation, inductive logic, the structure of scientific theories, and the relation between theoretical and observational language. Many of these papers were later collected in "Aspects of Scientific Explanation" (1965), which became a foundational text in analytic philosophy of science and a central point of reference for critics and supporters alike.

Critical Reassessment and Late Work (1965–1990s)

In his later career, Hempel reflected on the limits of the logical empiricist program, including its strict criteria of cognitive significance and simple models of theory choice. Engaging with emerging critiques from Kuhn, Quine, and others, he moderated his earlier positions while preserving a commitment to clarity and scientific realism of a modest kind. His lectures and later essays helped bridge the gap between early logical empiricism and more historically sensitive, practice-oriented philosophies of science.

1. Introduction

Carl Gustav Hempel (1905–1997) is widely regarded as one of the central architects of 20th‑century analytic philosophy of science. Working within, and later critically reshaping, logical empiricism, he sought to clarify what it means for scientific theories to explain, predict, and be supported by evidence. His formulations of the Deductive–Nomological (D–N) model of explanation and of systematic confirmation theory became standard reference points for subsequent debate.

Hempel’s approach is often characterized as aiming to reconstruct scientific reasoning in logically perspicuous form. He treated questions such as “What is a scientific explanation?” or “When does evidence confirm a hypothesis?” as problems in the logical analysis of argument patterns, the roles of laws of nature, and the connection between observational data and theoretical claims. His work combined formal rigor with carefully chosen examples from physics, biology, and the social and historical sciences.

Within the broader history of philosophy, Hempel’s writings are frequently taken to exemplify mid‑century analytic methodology: an emphasis on clarity, explicit criteria of adequacy, and suspicion toward metaphysical speculation not anchored in scientific practice. At the same time, his later reflections are often cited as illustrating how logical empiricism evolved under pressure from internal difficulties and from historically oriented critiques of science.

Subsequent sections of this entry examine his life and context, the development of his thought, the main texts in which he formulated his views, his treatments of explanation, laws, and confirmation, the fate of the D–N model, his methodology and its revision, and differing assessments of his enduring significance.

2. Life and Historical Context

Hempel’s life intersected with major intellectual and political transformations of the 20th century. Born in 1905 in Oranienburg near Berlin, he was educated in mathematics, physics, and philosophy during a period when logic, relativity, and quantum theory were reshaping conceptions of knowledge. His early studies in Göttingen, Heidelberg, Berlin, and Vienna placed him in the orbit of the Berlin Group led by Hans Reichenbach and the Vienna Circle, both pioneering centers of logical empiricism.

The rise of National Socialism decisively altered his trajectory. As with many Central European intellectuals of Jewish background or association, Hempel left Germany in 1934, spending time in Belgium and the United Kingdom before emigrating to the United States. This migration contributed to the broader transfer of logical empiricist thought into Anglophone philosophy, where it interacted with existing pragmatist and analytic traditions.

In the American context from the 1940s through the 1960s, Hempel worked at institutions such as the City College of New York, Yale, and Princeton. He participated in post‑war debates over scientific method, probability, and the status of theoretical entities at a time when physics, biology, and the social sciences were rapidly expanding. His work coincided with, and helped shape, the period in which analytic philosophy of science established itself as a distinct subfield.

Historically, Hempel’s career also overlapped with the emergence of critical responses to logical empiricism from figures such as W. V. O. Quine and Thomas Kuhn. These developments formed part of the context within which his later writings reassessed aspects of the program he had helped to define.

3. Intellectual Development

Hempel’s intellectual trajectory is often described in terms of several overlapping phases, each marked by distinctive emphases and interlocutors.

Early Formation in Europe

In the 1920s and early 1930s, Hempel’s studies under Hans Reichenbach and contact with Rudolf Carnap and other Vienna Circle members oriented him toward logical empiricism. He adopted the program of using formal logic to clarify scientific language, to analyze probability and induction, and to demarcate cognitively meaningful claims from metaphysics. This period established his enduring interest in the structure of scientific theories and the logical reconstruction of explanation.

Emigration and Consolidation in the U.S.

After leaving Germany, Hempel’s collaboration with the chemist and philosopher Paul Oppenheim intensified his focus on explanation and the role of general laws in both natural and historical sciences. In the 1940s he developed, with Oppenheim, the D–N model and began systematic work on confirmation theory, including the formulation of the ravens paradox. His American teaching environments encouraged the use of accessible examples and a pedagogical style that later characterized his textbooks.

Systematic Development and Mature Positions

From the late 1940s through the mid‑1960s, Hempel refined and extended his views on explanation, laws, probability, and the observational/theoretical distinction. Essays from this period, later collected in Aspects of Scientific Explanation, display an increasingly nuanced account of explanatory relevance, the place of probabilistic laws, and the logic of theory testing. At the same time, he began to register reservations about simplistic verificationist criteria of meaning.

Critical Reassessment

In his later work from the late 1960s onward, Hempel engaged critically with challenges from Quinean holism, Kuhnian historiography of science, and emerging philosophy of language. He reconsidered the rigidity of the observational/theoretical divide and the ambition of grounding scientific rationality in purely logical reconstructions, while still seeking to preserve core empiricist and analytic ideals.

4. Major Works and Key Texts

Hempel’s principal writings span technical articles, programmatic essays, and widely used textbooks. The following table situates several of his most influential works:

WorkYearMain FocusTypical Significance in Scholarship
“The Function of General Laws in History”1942Role of laws in historical explanationIntroduces the idea that historical narratives can be reconstructed as explanations subsuming events under general laws, extending logical empiricist analysis to the human sciences.
“Studies in the Logic of Explanation” (with Paul Oppenheim)1948Deductive–Nomological modelCanonical statement of the covering‑law approach to explanation; often used as the reference text for the D–N model in both natural and social sciences.
“Studies in the Logic of Confirmation”1945Confirmation and ravens paradoxDevelops formal criteria for evidential support and presents the paradox of the ravens, which has become a classic problem in confirmation theory.
“Fundamentals of Concept Formation in Empirical Science”1952Concept formation, measurement, theoretical termsExplores how scientific concepts are introduced and systematized, with attention to operational definitions and the coordination of theory with observation.
Aspects of Scientific Explanation and Other Essays in the Philosophy of Science1965Collected essays on explanation, laws, confirmationConsolidates Hempel’s major contributions; many discussions of D–N and Inductive–Statistical (I–S) explanation and of the conditions for adequate explanation derive from chapters in this volume.
Philosophy of Natural Science1966Introductory treatment of scientific methodWidely used as a textbook; presents Hempel’s mature views on explanation, confirmation, and theory structure in an accessible format and has shaped the teaching of philosophy of science.

Scholars often treat these works collectively as defining a coherent research program centered on the logical analysis of scientific reasoning, while also tracing shifts between earlier and later texts in his stance toward issues such as meaning, theory‑ladenness, and the role of history in philosophy of science.

5. Core Ideas: Explanation, Laws, and Confirmation

Hempel’s core philosophical ideas cluster around three interconnected themes: scientific explanation, laws of nature, and confirmation.

Explanation and Covering Laws

For Hempel, to explain an event is to show that it occurred “in accordance with laws of nature” by deriving a statement describing it from more general premises. In canonical formulations:

“To explain a phenomenon is to show that it occurred in accordance with the laws of nature, by deducing a statement describing that phenomenon from general laws in conjunction with particular facts.”

— Carl G. Hempel and Paul Oppenheim, Studies in the Logic of Explanation

This view, known as the covering‑law model, holds that an explanation is a certain kind of argument whose premises contain at least one nomological (lawlike) statement plus initial conditions, and whose conclusion describes the event to be explained.

Laws of Nature

Hempel typically treats laws as universal or probabilistic generalizations that support counterfactuals and underwrite reliable inferences. He remains largely non‑committal about metaphysical accounts of laws, focusing instead on their logical role in explanation and prediction. Debates over whether his approach can distinguish genuine laws from accidental generalizations have been central in subsequent discussions.

Confirmation and Induction

In confirmation theory, Hempel analyzes how evidence bears on hypotheses. He articulates qualitative criteria (such as the requirement that confirming instances increase a hypothesis’s empirical content) and explores paradoxes, most famously the paradox of the ravens, to test proposed rules of inductive support. His work here aims to provide formally explicit conditions under which observational data confirm or disconfirm general laws, linking confirmation tightly to the logical structure of explanatory and predictive arguments.

6. The Deductive–Nomological Model and Its Critics

The Deductive–Nomological (D–N) model is Hempel’s most influential account of scientific explanation. On this model, an explanation consists of:

  • An explanans: a set of premises including at least one universal law and statements of initial or boundary conditions.
  • An explanandum: a statement describing the event or regularity to be explained.

The explanandum must follow logically from the explanans, the laws must be genuinely lawlike rather than accidental, and the premises must be true (or at least well‑confirmed).

Supporters’ Use and Rationale

Proponents have seen the D–N model as capturing paradigmatic explanations in classical mechanics and other mature sciences, and as providing a unified logical structure common to explanation and prediction. It has also been applied, following Hempel, to historical and social explanations that invoke general regularities.

Major Lines of Criticism

Subsequent philosophers raised multiple objections:

CriticismMain PointRepresentative Concerns
Irrelevance and asymmetryD–N allows intuitively irrelevant factors to be explanatory if they are part of a valid derivation.The famous example of flagpole and shadow suggests that from shadow length and laws of optics one can deduce the flagpole’s height, yet many hold that the shadow does not explain the height.
Explanatory vs. predictive powerNot all explanations are predictive, and some predictions are not explanatory.Some argue that certain explanations (e.g., of single past events) cannot be used for prediction, challenging the D–N link between the two.
CausationD–N is purely logical and does not explicitly incorporate causal relations.Critics contend that explanation is fundamentally causal and that D–N cannot distinguish genuine causal explanations from mere correlations.
Limited scopeMany scientific explanations are statistical, mechanistic, or model‑based rather than deductive from strict laws.Debates over whether Hempel’s later Inductive–Statistical model or other frameworks better capture explanations in biology, social science, and contemporary physics.

Hempel responded to some objections by refining requirements of explanatory relevance and developing probabilistic analogues of the D–N pattern, but later discussions have continued to question whether any covering‑law model can fully account for the diversity of scientific explanation.

7. Methodology and Logical Empiricist Program

Hempel’s methodology is shaped by, and in turn helps define, the logical empiricist program. This program combines an empiricist view of knowledge with the tools of formal logic to clarify scientific discourse.

Logical Analysis of Scientific Language

Hempel approaches philosophical problems about science as questions about the logical relations among statements. He distinguishes between observational and theoretical terms and investigates how theories using the latter can be connected to observable phenomena through correspondence rules, operational definitions, and test implications. The reconstruction of explanation and confirmation as argument patterns exemplifies this method.

Criteria of Cognitive Significance

In line with other logical empiricists, Hempel initially endorses criteria according to which a statement is cognitively meaningful only if it is, at least in principle, empirically testable. His reconstructions of laws, hypotheses, and theoretical entities are meant to show how such claims gain empirical content by entailing observational consequences.

Systematization and Unity of Science

Hempel treats science as aiming at the systematization of empirical knowledge under general laws. He often assumes, with the broader movement, that there is at least a regulative ideal of the unity of science, in which different domains can be linked through reduction or intertheoretic relations, even while acknowledging that actual reductions may be complex or incomplete.

Methodological Neutrality about Particular Sciences

Hempel typically refrains from prescribing detailed methods to specific sciences, instead offering logical frameworks within which various scientific practices can be analyzed. Proponents present this as a strength, allowing flexibility across disciplines; critics have suggested that this methodological distance risks neglecting historical and sociological dimensions of scientific inquiry—a concern Hempel himself later took increasingly seriously.

8. Impact on Philosophy of Science and Other Disciplines

Hempel’s influence extends across analytic philosophy of science and into several neighboring fields.

Within Philosophy of Science

His models of explanation and confirmation became standard points of reference, often serving as the default positions against which alternative accounts were formulated. Discussions of causal, mechanistic, unificationist, and model‑based explanation typically begin by comparing themselves to, or distancing themselves from, Hempelian D–N and Inductive–Statistical frameworks. In confirmation theory, treatments of paradoxes, Bayesian approaches, and relevance logic frequently respond—positively or critically—to his analyses.

In the Human and Social Sciences

Hempel’s essay on general laws in history played a major role in debates over the philosophy of history, particularly the question of whether historical understanding requires laws or is primarily idiographic and narrative. Some historians and philosophers of social science adopted covering‑law reconstructions to clarify explanation in economics, sociology, and psychology, while others argued that such reconstructions distort the interpretive and meaning‑laden aspects of these disciplines.

Pedagogical and Institutional Impact

His textbook Philosophy of Natural Science and collected essays were widely used in university courses, shaping generations of students’ initial understanding of scientific explanation, laws, and evidence. Hempel’s appointments at leading American universities helped consolidate philosophy of science as a recognized specialty within analytic philosophy.

Broader Analytic Philosophy

Beyond philosophy of science narrowly construed, Hempel’s work contributed to discussions of theoretical terms and meaning, reduction, and the status of metaphysics. His rigorous, example‑driven style influenced conceptions of how analytic philosophy should proceed, and his later reconsiderations of verificationism informed broader moves away from strict logical positivism toward more flexible empiricist positions.

9. Later Reflections and Revisions of Logical Empiricism

From the late 1960s onward, Hempel critically reassessed elements of the logical empiricist program he had helped articulate.

Reconsideration of Cognitive Significance

Hempel came to view stringent verificationist or testability criteria for meaning as too restrictive. Influenced in part by W. V. O. Quine’s holism and by difficulties in sharply separating observational from theoretical language, he acknowledged that many scientifically important statements (e.g., about subatomic particles or cosmological entities) cannot be tied to observation in a straightforward, term‑by‑term fashion. He thus moved toward more liberal and holistic accounts of empirical content.

Engagement with History and Practice of Science

The work of Thomas Kuhn and others highlighted the historical development of scientific paradigms and the complexity of theory change. Hempel did not abandon logical analysis but increasingly emphasized that formal reconstructions must be informed by actual scientific practice and historical case studies. He suggested that logical empiricism should be seen as a research program open to revision rather than a fixed doctrine.

Modifications of Explanation and Confirmation

While retaining the basic covering‑law orientation, Hempel admitted that the D–N and Inductive–Statistical models capture only certain aspects of scientific explanation. He explored additional requirements such as explanatory relevance and showed greater sensitivity to problems of context, idealization, and model construction. In confirmation theory, he acknowledged that qualitative criteria and simple set‑theoretic treatments were insufficient for all cases, opening space for more sophisticated probabilistic and Bayesian approaches.

Overall Self‑Assessment

In retrospective remarks, Hempel portrayed logical empiricism as having made lasting contributions—especially in clarity and attention to logical structure—while also recognizing that its ambitions to provide sharp demarcation criteria, purely formal accounts of theory choice, or complete reconstructions of scientific reasoning required substantial modification. His later work thus functions both as a defense and as an internal critique of the movement.

10. Legacy and Historical Significance

Hempel’s legacy is often assessed along several dimensions: his role within logical empiricism, his impact on later philosophy of science, and his place in the broader history of analytic philosophy.

In the context of logical empiricism, he is commonly regarded as one of its most technically accomplished and philosophically cautious exponents. His work is frequently used to represent a “mature” form of the movement, in contrast to earlier, more programmatic logical positivism. Historians of philosophy see his later revisions as exemplifying how logical empiricism evolved rather than simply collapsed under criticism.

In philosophy of science, Hempel’s formulations of the covering‑law models of explanation and of qualitative confirmation theory set the agenda for much of the mid‑ to late 20th‑century literature. Many subsequent theories—causal‑mechanistic accounts, unificationist models, Bayesian confirmation, and practice‑oriented approaches—define themselves partly through agreement or disagreement with Hempelian ideas. Some commentators credit him with helping to secure explanation and confirmation as central, enduring topics; others suggest that his influence also constrained the field by privileging logical reconstruction over detailed attention to scientific practice.

Beyond specialized debates, Hempel’s writings contributed to shaping the style of analytic philosophy: emphasis on clarity, argumentation, and engagement with science. His work is frequently cited in surveys of the discipline as a key bridge figure linking early 20th‑century logical empiricism to later, more historically and sociologically informed philosophies of science.

Assessments of Hempel’s historical significance thus converge on the view that, whether or not his specific models remain dominant, the questions he posed and the frameworks he developed continue to structure how philosophers think about explanation, laws, and evidence in the sciences.

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@online{philopedia_carl_gustav_hempel,
  title = {Carl Gustav Hempel},
  author = {Philopedia},
  year = {2025},
  url = {https://philopedia.com/thinkers/carl-gustav-hempel/},
  urldate = {December 11, 2025}
}

Note: This entry was last updated on 2025-12-10. For the most current version, always check the online entry.