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Alternative medicine: History, Applications, Science & Art

Alternative medicine refers to practices that aim to achieve the healing effects of medicine, but that by definition lack biological plausibility, testability, repeatability, or supporting evidence of effectiveness. Such practices are not part of evidence-based medicine. Unlike modern medicine, which employs the scientific method to test plausible…

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Alternative medicine topic overview

The analysis highlights History, Applications, Science and Art as prominent areas in the source structure around Alternative medicine. 1 topic appears in more than one source area, which can help identify connections that are less obvious in a linear reading.

Related topics
237
Source areas
9
Connected nodes
257
Extracted relationships
260
Related term clusters
76
Bridge connections
257

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 72 topics
Definitions and terminology · 67 topics
Risks and problems · 33 topics
History · 20 topics
Efficacy · 14 topics
Types · 14 topics
Use and regulation · 9 topics
Perceived mechanism of effect · 8 topics
Journals · 1 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Claims
Alternatives to science-based medicine

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Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

Definitions and terminology

Types

History

Efficacy

Perceived mechanism of effect

Use and regulation

Risks and problems

Bibliography

Journals

For the semantics nerds

You can skip this section if you’re here for content ideas and keyword inspiration.

Advanced semantic analysis

How Alternative medicine connects Entity context

The extracted context around Alternative medicine shows recurring relationship patterns in the source. For example, Alternative medicine → Aliso Viejo, Alternative, Alternative Medicine Archived, Alternative Medicine Review, Archived, BioMed Central, California, Churchill Livingstone, Clinical Therapeutics, Complementary Medicine Archived, Complementary MedicineJournal, Edinburgh, Health, Hindawi, Idaho, InnoVision Communications, Journal, London, Mary Ann Liebert, Medicine Another extracted example is Alternative medicine → American Academy, CAM, David Gorski, Family Physicians, FM, FM's, Functional, Functional Medicine, Gorski, HealthComm, IFM, Jeffrey Bland, Jonathan Jarry, Jonathan Stea, Mark Hyman, McGill University, Office, Patients, Proponents, Science. Use these groups to spot repeated connection types before inspecting the individual relationships.

Alternative medicine

Top relations

related to Journals · 34
Alternative medicine → Aliso Viejo, Alternative, Alternative Medicine Archived, Alternative Medicine Review, Archived, BioMed Central, California, Churchill Livingstone, Clinical Therapeutics, Complementary Medicine Archived, Complementary MedicineJournal, Edinburgh, Health, Hindawi, Idaho, InnoVision Communications, Journal, London, Mary Ann Liebert, Medicine
related to Functional medicine · 27
Alternative medicine → American Academy, CAM, David Gorski, Family Physicians, FM, FM's, Functional, Functional Medicine, Gorski, HealthComm, IFM, Jeffrey Bland, Jonathan Jarry, Jonathan Stea, Mark Hyman, McGill University, Office, Patients, Proponents, Science
related to Complementary or integrative medicine · 24
Alternative medicine → Alternative, Cancer Research UK, CDC, Cleveland Clinic, CM, Complementary, David Colquhoun, David Gorski, Disease Control, Gorski, IM, Mayo Clinic, NHS, Northwestern University, Prevention, Robert Todd Carroll, Rose Shapiro, Several, Significant, Stanford University
related to Medical education · 24
Alternative medicine → American, Baltimore, CAM, Cochrane Collaboration, Doctor, Examination, Exceptionally, Flexner, Flexner Report, Licensed, Mainly, Maryland, MD, Medical, Medicine, School, Snyderman, Typically, United States Medical Licensing, University
related to Rejection of science · 19
Alternative medicine → Alternative, American Medical Association, CAM, Complementary, Even, Funding, George, JAMA, Journal, Lundberg, Marcia Angell, Medicine, Phil Fontanarosa, Practitioners, Prominent, Proposed, Steven Novella, Studies, Yale School
related to NCCIH classification · 18
Alternative medicine → Bioelectromagnetic-based, Biofield, Biology, Biology-based, Chinese, Complementary, Cut, Energy, Explore, Integrative Health, Manipulative, Mind-body, National Center, NCCIH, None, The United States, Use, Whole
related to Definitions and terminology · 16
Alternative medicine → Asian, Complementary, Eastern, European, Health, Integrative Health, Loose, National Center, NCCAM, NCCIH, OAM, Office, Terminology, Therapies, United States National Institutes, Western
related to Challenges in defining alternative medicine · 8
Alternative medicine → Critics, Healthcare, Internet, Journalist John Diamond, Others, Paul Offit, Prominent, There's
related to Regulation · 8
Alternative medicine → American, Despite, Germany, In Austria, In Germany, MDs, North America, Regulation
related to World Health Organization · 8
Alternative medicine → Benchmarks, Bodeker, Complementary, ISBN, Kobe Centre, Summary, Traditional, WHO Global Atlas

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

medicine alternative therapies medical complementary may practices treatments scientific conventional health isbn research cam treatment use science used effect traditional

Alternative medicine relationships Subject–Predicate–Object triples

TTTA extracted 260 structured relationships around Alternative medicine. Examples in this analysis include Alternative medicine → Claims → Alternatives to science-based medicine and cancer or HIV infection → instance of → especially for diseases that are not expected to get better by themselves. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Alternative medicineClaimsAlternatives to science-based medicine1.00infobox
cancer or HIV infectioninstance ofespecially for diseases that are not expected to get better by themselves0.80text
multiple studies have shown significantly worse outcomes if patients turn to alternative therapiesinstance ofespecially for diseases that are not expected to get better by themselves0.80text
Gorskiinstance ofDavid Gorski has described integrative medicine as an attempt to bring pseudoscience into academic science-based medicine with skeptics0.80text
David Colquhoun referring to this with the pejorative terminstance ofDavid Gorski has described integrative medicine as an attempt to bring pseudoscience into academic science-based medicine with skeptics0.80text
herbsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
foodsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
non-vitamin supplementsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
megavitaminsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
animalinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
fungal productsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text
and mineralsinstance ofas in energy medicine.Herbal remedies and other substancesSubstance based practices use substances found in nature0.80text

Related concept clusters Related term clusters

The concept neighborhoods around Alternative medicine bring nearby vocabulary together. In this analysis, examples include Medicine, Therapies and Complementary. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Alternative medicine
    • Medicine
    • Therapies
    • Complementary
    • Medical
    • Conventional
    • May
    • Practices
    • Treatments
    • Health
    • Scientific
    • Integrative
    • Treatment
  • alternative medicine
    • Medicine
    • Therapies
    • Complementary
    • Medical
    • Conventional
    • May
    • Practices
    • Scientific
    • Used
    • Treatments
    • Health
    • Traditional
  • medicine
    • Complementary
    • Medical
    • Conventional
    • Practices
    • Scientific
    • Used
    • Therapies
    • Traditional
    • Health
    • Integrative
    • May
    • Treatments
  • evidence-based medicine
    • Complementary
    • Medical
    • Conventional
    • Practices
    • Scientific
    • Used
    • Therapies
    • Traditional
    • Health
    • Integrative
    • May
    • Treatments
  • scientific method
    • Methods
    • Based
    • Traditional
    • Practice
    • Practices
    • Health
    • Used
    • Therapies
    • Treatments
    • Science
    • May
    • Research
  • new age
    • Natural
    • Functional
    • Integrative
    • Traditional
    • Used
    • Use
    • Complementary
    • Cam
    • Research
    • Health
    • Scientific
    • Practices
  • placebo effect
    • Placebo
    • Treatment
    • Also
    • Belief
    • Patients
    • Natural
    • May
    • Effective
    • Therapies
    • Conventional
    • Evidence
    • Medical
  • the natural course of disease
    • Placebo
    • Science
    • Use
    • Conventional
    • Used
    • Methods
    • Often
    • New
    • Practice
    • Therapies
    • Also
    • Medical

Connections between topic areas Semantic bridges

For Alternative medicine, one of the stronger structural bridges in this analysis connects Alternative medicine with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
Alternative medicine — Overview · splits 185 ⟂ 73
Alternative medicine — Definitions and terminology · splits 190 ⟂ 68
Alternative medicine — Risks and problems · splits 224 ⟂ 34
Alternative medicine — History · splits 237 ⟂ 21
Alternative medicine — Types · splits 243 ⟂ 15
Alternative medicine — Efficacy · splits 243 ⟂ 15
Alternative medicine — Use and regulation · splits 248 ⟂ 10
Alternative medicine — Bibliography · splits 248 ⟂ 10
Alternative medicine — Perceived mechanism of effect · splits 249 ⟂ 9

Map overview Semantic statistics

Alternative medicine

Nodes258
Edges257
Triples260
Avg. degree1.99
Density0.007752
Components1

Source & methodology

TTTA analyzes the structure around Alternative medicine to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Applications, Science & Art, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Alternative medicine · EN edition · Analysis: TopicsToTalkAbout

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