Evidence map›Paper›PMID 30984762›Full record

ArticleFrontiers in medicine2019

Health and Disease-Emergent States Resulting From Adaptive Social and Biological Network Interactions.

Joachim P Sturmberg, Martin Picard, David C Aron, Jeanette M Bennett, Johannes Bircher, Mark J deHaven, Sanne M W Gijzel, Henry H Heng, James A Marcum, Carmel M Martin and 6 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 1 pooled it
9.5field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed, 1 synthesis or guideline pooled it, 90 citations in OpenAlex.

  1. Monitoring and evaluation instruments of individual health in community settings: a scoping review.Archives of public health = Archives belges de sante publique · 2026
    Pooled it
  2. Article
  3. Review
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  12. The Power of a Complex Systems Perspective to Elucidate Aging.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024
    Article
  13. Article
  14. Article
  15. Practices of Self-Care in Healthy Old Age: A Field Study.Geriatrics (Basel, Switzerland) · 2023
    Article
  16. Complexity theory in the management of patients with musculoskeletal painBiomedica : revista del Instituto Nacional de Salud · 2022
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 12 institutions in 5 countries.

Joachim P SturmbergFaculty of Health and Medicine, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia.
Martin PicardDivision of Behavioral Medicine, Department of Psychiatry and Neurology, The H. Houston Merritt Center, Columbia Translational Neuroscience Initiative, Columbia Aging Center, Columbia University Medical Center, Columbia University, New York, NY, United States.
David C AronSchool of Medicine, Weatherhead School of Management, Louis Stokes Cleveland VA Medical Center, Case Western Reserve University, Cleveland, OH, United States.
Jeanette M BennettDepartment of Psychological Science, University of North Carolina at Charlotte, Charlotte, NC, United States.
Johannes BircherHepatology, Department for Biomedical Research, University of Bern, Bern, Switzerland.
Mark J deHavenHealth and Human Services, College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC, United States.
Sanne M W GijzelDepartment Geriatric Medicine, Radboud University Medical Center, Nijmegen, Netherlands.
Henry H HengDepartment of Pathology, Center for Molecular Medicine and Genetics, School of Medicine, Wayne State University, Detroit, MI, United States.
James A MarcumPhilosophy and Medical Humanities, Baylor University, Waco, TX, United States.
Carmel M MartinDepartment of Medicine, Nursing and Allied Health, Monash Health, Melbourne, VIC, Australia.
Andrew MilesEuropean Society for Person Centered Healthcare, London, United Kingdom.
Chris L PetersonSchool of Humanities and Social Sciences, La Trobe University, Bundoora, VIC, Australia.
Nicolas RohlederFriedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Christine WalkerChronic Illness Alliance, Moonee Ponds, VIC, Australia.
Marcel G M Olde RikkertDepartment Geriatric Medicine, Radboud University Medical Center, Nijmegen, Netherlands.
René J F MelisDepartment Geriatric Medicine, Radboud University Medical Center, Nijmegen, Netherlands.
Radboud University Medical Center · NLUniversity of North Carolina at Charlotte · USBaylor University · USCase Western Reserve University · USCerebral Palsy Alliance · AUColumbia University Irving Medical Center · USFriedrich-Alexander-Universität Erlangen-Nürnberg · DELa Trobe University · AUMonash Health · AUUniversity of Bern · CHUniversity of Newcastle Australia · AUWayne State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health is an adaptive state unique to each person. This subjective state must be distinguished from the objective state of disease. The experience of health and illness (or poor health) can occur both in the absence and presence of objective disease. Given that the subjective experience of health, as well as the finding of objective disease in the community, follow a Pareto distribution, the following questions arise: What are the processes that allow the emergence of four observable states-(1) subjective health in the absence of objective disease, (2) subjective health in the presence of objective disease, (3) illness in the absence of objective disease, and (4) illness in the presence of objective disease? If we consider each individual as a unique biological system, these four health states must emerge from physiological network structures and personal behaviors. The underlying physiological mechanisms primarily arise from the dynamics of external environmental and internal patho/physiological stimuli, which activate regulatory systems including the hypothalamic-pituitary-adrenal axis and autonomic nervous system. Together with other systems, they enable feedback interactions between all of the person's system domains and impact on his system's entropy. These interactions affect individual behaviors, emotional, and cognitive responses, as well as molecular, cellular, and organ system level functions. This paper explores the hypothesis that health is an emergent state that arises from hierarchical network interactions between a person's external environment and internal physiology. As a result, the concept of health synthesizes available qualitative and quantitative evidence of interdependencies and constraints that indicate its top-down and bottom-up causative mechanisms. Thus, to provide effective care, we must use strategies that combine person-centeredness with the scientific approaches that address the molecular network physiology, which together underpin health and disease. Moreover, we propose that good health can also be promoted by strengthening resilience and self-efficacy at the personal and social level, and via cohesion at the population level. Understanding health as a state that is both individualized and that emerges from multi-scale interdependencies between microlevel physiological mechanisms of health and disease and macrolevel societal domains may provide the basis for a new public discourse for health service and health system redesign.

Indexed as

complex adaptive nature of healthdisease networksemergencehealthhealth system redesignphysiology of healthpsychoneuroimmunologytop-down and bottom-up causation

Identifiers

PMID30984762
PMCPMC6447670
OpenAlexW2929534475

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.