Analysis

Last updated

Adriaen van Ostade, "Analysis" (1666) Adriaen Van Ostade - L'Analyse - PDUT921 - Musee des Beaux-Arts de la ville de Paris.jpg
Adriaen van Ostade, "Analysis" (1666)

Analysis (pl.: analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle, though analysis as a formal concept is a relatively recent development. [1]

Contents

The word comes from the Ancient Greek ἀνάλυσις (analysis, "a breaking-up" or "an untying" from ana- "up, throughout" and lysis "a loosening"). [2] From it also comes the word's plural, analyses.

As a formal concept, the method has variously been ascribed to René Descartes ( Discourse on the Method ), and Galileo Galilei. It has also been ascribed to Isaac Newton, in the form of a practical method of physical discovery (which he did not name).

The converse of analysis is synthesis: putting the pieces back together again in a new or different whole.

Academic analysis

Academic analysis is a systematic, methodological approach to inquiry used across scholarly disciplines to deconstruct complex ideas, texts, data, or systems. Its primary aim is to foster a deeper, evidence-based understanding, challenge assumptions, and contribute to a body of knowledge through critical examination and rigorous argumentation. [3] This form of analysis is foundational to higher education and research, distinguished by its adherence to disciplinary conventions, peer review, and the use of established theoretical or conceptual frameworks. [4]

Methods vary significantly by field. In the humanities, it often involves hermeneutic or discourse analysis to interpret the meaning, context, and ideology within texts and artifacts. [5] In the social sciences, analysis frequently employs qualitative methods (e.g., thematic analysis, content analysis) and quantitative methods (e.g., statistical analysis, econometrics) to examine human behavior and societal structures. [6] In the natural and formal sciences, the analytical process is characterized by hypothesis testing, mathematical modeling, and the reproducible analysis of empirical data. [7]

A cornerstone of academic analysis is reflexivity, where scholars critically examine their own role, potential biases, and the influence of their theoretical position on the analytical process. [8] The product of academic analysis is typically a sustained argument presented in a format such as a monograph, journal article, or dissertation, which is subjected to peer evaluation for validity, originality, and contribution to the field. [9]

Humanities and social sciences

Linguistics

Linguistics is the scientific study of language [10] [11] . It involves the systematic analysis of the properties of specific languages as well as the universal characteristics of language in general, including its structure, use, and cognitive and social aspects [11] . Linguistics explores individual languages and language in general by breaking language down into component parts for analysis. Core areas of analysis include theory [12] , phonetics (the production and perception of speech sounds) [13] , phonology (the abstract sound systems of languages and the systematic organization of sounds in a language) [13] [14] [15] , morphology (the structure and formation of words) [13] , the history of words and word origins [16] , semantics (the study of linguistic meaning, including the meaning of words and word combinations) [13] [17] , semantic analysis [17] , syntax (the rules governing the structure and construction of sentences) [13] [18] , pragmatics (how context contributes to meaning and how utterances are used) [13] [19] , discourse analysis (basic construction beyond the sentence level) [20] , conversation, and stylistics and stylistics.

Theoretical linguistics is concerned with developing a general framework for understanding the fundamental nature of language [21] . Linguistics also encompasses the study of language change over time, known as historical linguistics [10] [16] .

Linguistics examines these areas using a range of methods, including tools from computational linguistics that involve computational modelling, statistics, and modeling of natural language [13] [10] [22] [23] . The field also analyses language through interdisciplinary approaches that consider its context, including anthropological linguistics (which investigates the place of language in its wider social and cultural context) [24] [25] , biolinguistics and evolutionary linguistics or biolinguistics [21] [26] [27] , geography [28] , sociolinguistics [13] [29] , psycholinguistics [13] [30] [31] , neurolinguistics and neurology [26] , linguistic anthropology (a subfield of anthropology using anthropological methods to study language within a cultural framework) [32] , and history [10] [16] , as well as related perspectives from anthropology [25] , biology [26] , evolution [27] , psychology [13] [23] , and sociology [29] .

The field takes applied approaches, utilizing scientific findings for practical purposes under the umbrella of applied linguistics [13] [33] . This includes understanding language acquisition and individual language development across the lifespan, from first language acquisition in children to second language learning in adults [30] [34] [11] [35] . Applied linguistics also addresses clinical issues in communication disorders and clinical issues, applying linguistic theory and methods to the study, diagnosis, and assessment of communication disorders [10] [36] [37] . It also includes improving language education [10] and other applied and interdisciplinary subfields such as computational linguistics [13] [10] [22] , as well as areas such as stylistics.

Literature

Literary criticism is the analysis of literature. The focus can be as diverse as the analysis of Homer or Freud. While not all literary-critical methods are primarily analytical in nature, the main approach to the teaching of literature in the west since the mid-twentieth century, literary formal analysis or close reading, is. This method, rooted in the academic movement labelled The New Criticism, approaches texts – chiefly short poems such as sonnets, which by virtue of their small size and significant complexity lend themselves well to this type of analysis – as units of discourse that can be understood in themselves, without reference to biographical or historical frameworks. This method of analysis breaks up the text linguistically in a study of prosody (the formal analysis of meter) and phonic effects such as alliteration and rhyme, and cognitively in examination of the interplay of syntactic structures, figurative language, and other elements of the poem that work to produce its larger effects.

Music

Philosophy

Science and technology

Chemistry

A clinical chemistry analyzer Clinical Chemistry Analyzer , Klinichki biokhemiski analizator 3.jpg
A clinical chemistry analyzer

The field of chemistry uses analysis in three ways: to identify the components of a particular chemical compound (qualitative analysis), [41] to identify the proportions of components in a mixture (quantitative analysis), [42] and to break down chemical processes and examine chemical reactions between elements of matter. [43] For an example of its use, analysis of the concentration of elements is important in managing a nuclear reactor, so nuclear scientists will analyze neutron activation to develop discrete measurements within vast samples. A matrix can have a considerable effect on the way a chemical analysis is conducted and the quality of its results. Analysis can be done manually or with a device.

Types of Analysis

Qualitative Analysis
It is concerned with which components are in a given sample or compound.
Example: Precipitation reaction
Quantitative Analysis
It is to determine the quantity of individual component present in a given sample or compound.
Example: To find concentration by uv-spectrophotometer.

Isotopes

Chemists can use isotope analysis to assist analysts with issues in anthropology, archeology, food chemistry, forensics, geology, and a host of other questions of physical science. Analysts can discern the origins of natural and man-made isotopes in the study of environmental radioactivity.

Computer science

Engineering

Analysts in the field of engineering look at requirements, structures, mechanisms, systems and dimensions. Electrical engineers analyse systems in electronics. Life cycles and system failures are broken down and studied by engineers. It is also looking at different factors incorporated within the design.

Mathematics

Modern mathematical analysis is the study of infinite processes. It is the branch of mathematics that includes calculus. It can be applied in the study of classical concepts of mathematics, such as real numbers, complex variables, trigonometric functions, and algorithms, or of non-classical concepts like constructivism, harmonics, infinity, and vectors.

Florian Cajori explains in A History of Mathematics (1893) the difference between modern and ancient mathematical analysis, as distinct from logical analysis, as follows:

The terms synthesis and analysis are used in mathematics in a more special sense than in logic. In ancient mathematics they had a different meaning from what they now have. The oldest definition of mathematical analysis as opposed to synthesis is that given in [appended to] Euclid, XIII. 5, which in all probability was framed by Eudoxus: "Analysis is the obtaining of the thing sought by assuming it and so reasoning up to an admitted truth; synthesis is the obtaining of the thing sought by reasoning up to the inference and proof of it."

The analytic method is not conclusive, unless all operations involved in it are known to be reversible. To remove all doubt, the Greeks, as a rule, added to the analytic process a synthetic one, consisting of a reversion of all operations occurring in the analysis. Thus the aim of analysis was to aid in the discovery of synthetic proofs or solutions.

James Gow uses a similar argument as Cajori, with the following clarification, in his A Short History of Greek Mathematics (1884):

The synthetic proof proceeds by shewing that the proposed new truth involves certain admitted truths. An analytic proof begins by an assumption, upon which a synthetic reasoning is founded. The Greeks distinguished theoretic from problematic analysis. A theoretic analysis is of the following kind. To prove that A is B, assume first that A is B. If so, then, since B is C and C is D and D is E, therefore A is E. If this be known a falsity, A is not B. But if this be a known truth and all the intermediate propositions be convertible, then the reverse process, A is E, E is D, D is C, C is B, therefore A is B, constitutes a synthetic proof of the original theorem. Problematic analysis is applied in all cases where it is proposed to construct a figure which is assumed to satisfy a given condition. The problem is then converted into some theorem which is involved in the condition and which is proved synthetically, and the steps of this synthetic proof taken backwards are a synthetic solution of the problem.

Psychotherapy

Signal processing

Statistics

In statistics, the term analysis may refer to any method used for data analysis. Among the many such methods, some are:

Business

Economics

Government

Intelligence

The field of intelligence employs analysts to break down and understand a wide array of questions. Intelligence agencies may use heuristics, inductive and deductive reasoning, social network analysis, dynamic network analysis, link analysis, and brainstorming to sort through problems they face. Military intelligence may explore issues through the use of game theory, Red Teaming, and wargaming. Signals intelligence applies cryptanalysis and frequency analysis to break codes and ciphers. Business intelligence applies theories of competitive intelligence analysis and competitor analysis to resolve questions in the marketplace. Law enforcement intelligence applies a number of theories in crime analysis.

Policy

Other

See also

References

  1. Beaney, Michael (Summer 2012). "Analysis". The Stanford Encyclopedia of Philosophy. Metaphysics Research Lab, Stanford University. Retrieved 23 May 2012.
  2. Douglas Harper (2001–2012). "analysis (n.)". Online Etymology Dictionary. Douglas Harper. Retrieved 23 May 2012.
  3. Creswell, John W.; Creswell, J. David (2023). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (6th ed.). SAGE Publications. pp. 3–25. ISBN   978-1071817940.
  4. Beaney, Michael (2021). "Analysis". The Stanford Encyclopedia of Philosophy. Metaphysics Research Lab, Stanford University.
  5. Lechte, John (2003). Key Contemporary Concepts: From Abjection to Zeno's Paradox. SAGE Publications. ISBN   978-0761965350.
  6. Babbie, Earl R. (2020). The Practice of Social Research (15th ed.). Cengage Learning. pp. 75–102, 398–430. ISBN   978-0357360767.
  7. Godfrey-Smith, Peter (2021). Theory and Reality: An Introduction to the Philosophy of Science (2nd ed.). University of Chicago Press. pp. 102–130. ISBN   978-0226300634.
  8. Alvesson, Mats; Sköldberg, Kaj (2018). "Reflexive Methodology: New Vistas for Qualitative Research". SAGE Publications (3rd ed.). ISBN   978-1473964242.
  9. Booth, Wayne C.; Colomb, Gregory G.; Williams, Joseph M. (2016). The Craft of Research (4th ed.). University of Chicago Press. pp. 111–134. ISBN   978-0226239736.
  10. 1 2 3 4 5 6 7 "University at Buffalo, College of Arts and Sciences. "What is Linguistics?"" . Retrieved 29 December 2025.
  11. 1 2 3 "Language Development Research". Language Development Research Journal. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  12. "Theoretical Linguistics". International Encyclopedia of the Social & Behavioral Sciences. Retrieved 29 December 2025.
  13. 1 2 3 4 5 6 7 8 9 10 11 12 University College Dublin, School of Languages, Cultures and Linguistics. "Subfields of Linguistics."
  14. "Bachelor of Science with a Major in Cognitive Science of Language (STEM)". The George Washington University Bulletin. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  15. "Journal of Phonetics". Journal of Phonetics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  16. 1 2 3 "Historical Linguistics". Oxford Research Encyclopedia of Linguistics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  17. 1 2 "Journal of Semantics". Journal of Semantics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  18. "Syntax". Syntax. Wiley Online Library. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  19. "Journal of Pragmatics". Journal of Pragmatics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  20. "Discourse Analysis". Annual Review of Linguistics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  21. 1 2 Wikipedia. "Linguistics."
  22. 1 2 "Computational Linguistics". Computational Linguistics. ACL Anthology. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  23. 1 2 "Psycholinguistics". Stanford Linguistics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  24. Wikipedia. "Anthropological linguistics."
  25. 1 2 Stanlaw, James, ed. (2020). "The International Encyclopedia of Linguistic Anthropology". Wiley Online Library. doi:10.1002/9781118786093. ISBN   978-1-118-78676-5. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  26. 1 2 3 "Brain and Language". Brain and Language. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  27. 1 2 "Language Evolution". Language Evolution. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  28. "The World Atlas of Language Structures Online (WALS)". The World Atlas of Language Structures Online. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  29. 1 2 "Language in Society". Language in Society. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  30. 1 2 CollegeVine. "What Subfields Can You Study as a Linguistics Major?"
  31. "Journal of Memory and Language". Journal of Memory and Language. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  32. Yammering On (Academic Blog). "Anthropological Linguistics vs Sociolinguistics vs Linguistic Anthropology (ARGH!)"
  33. "Applied Linguistics". Applied Linguistics. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  34. "Journal of Child Language". Journal of Child Language. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  35. Ahufinger, Nadia (14 March 2022). "Introduction to Language Development in Children". Children. 9 (3): 412. doi: 10.3390/children9030412 . PMC   8947529 . PMID   35327784.
  36. "Journal of Speech, Language, and Hearing Research". Journal of Speech, Language, and Hearing Research. American Speech-Language-Hearing Association. Archived from the original on 29 December 2025. Retrieved 29 December 2025.
  37. El Fegiery, Ahmed; Al-Tamimi, Jalila; Al-Shawashreh, Eiman; Hazaimeh, Alaa; Al-Shdifat, Reem; Al-Jamal, Deia (10 August 2022). "Clinical Linguistics: Analysis of Mapping Knowledge Domains". Children. 9 (8): 1202. doi: 10.3390/children9081202 . PMC   9406678 . PMID   36010092.
  38. 1 2 Warfield, Scott (November 2014). "Lady in the Dark: Biography of a Musical. By bruce d. mcclung. Oxford: Oxford University Press, 2007. - Oklahoma!: The Making of an American Musical. By Tim Carter. New Haven, CT: Yale University Press, 2007. - South Pacific: Paradise Rewritten. By Jim Lovensheimer. Oxford: Oxford University Press, 2010. - Wicked: A Musical Biography. By Paul R. Laird. Lanham, MD: Scarecrow Press, 2011". Journal of the Society for American Music. 8 (4): 587–596. doi:10.1017/s1752196314000443. ISSN   1752-1963. S2CID   232401945.
  39. Neumeyer, David (November 2018). Guide to Schenkerian Analysis. The University of Texas at Austin; University of Texas Libraries. doi:10.15781/T2D21S443 (inactive 1 July 2025). hdl:2152/70263.{{cite book}}: CS1 maint: DOI inactive as of July 2025 (link)
  40. 1 2 Hospers, John (15 April 2013). An Introduction to Philosophical Analysis. doi:10.4324/9780203714454. ISBN   9780203714454.
  41. "Qualitative Analysis" (PDF). Archived (PDF) from the original on 9 October 2022.
  42. "Quantitative Chemical Analysis". Stoichiometry of Chemical Reactions. OpenStaxCollege. October 2014.
  43. "CHEMICAL AND BIOMOLECULAR ENGINEERING" (PDF). Spring 2018. Archived (PDF) from the original on 9 October 2022.
  44. Hargaden, Helena; Sills, Charlotte (23 April 2014). Transactional Analysis. doi:10.4324/9781315820279. ISBN   9781315820279.
  45. "Dye, Dr Christopher", Who's Who, Oxford University Press, 1 December 2012, doi:10.1093/ww/9780199540884.013.256626
  46. McCall, Grant (March 2012). "In Memory of George H. Odell". Lithic Technology. 37 (1): 3–4. doi:10.1179/lit.2012.37.1.3. ISSN   0197-7261. S2CID   108647958.