ArticleFrontiers in medicine2019
Health and Disease-Emergent States Resulting From Adaptive Social and Biological Network Interactions.
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.
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.
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.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 90 citations in OpenAlex.
- Monitoring and evaluation instruments of individual health in community settings: a scoping review.Archives of public health = Archives belges de sante publique · 2026Pooled it
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- Foundational issues of network models in biology.Biological cybernetics · 2026Review
- Symptoms provide predictive information on daily functioning beyond signs and diseases in middle-aged and older adults, particularly those with multimorbidity.Age and ageing · 2026Article
- Rethinking health priorities for displaced populations through the integration of epigenetics and iterative reasoning.Public health reviews · 2026Article
- From exposure to embedding: how interconnected social determinants drive health inequalities-a complex adaptive system dynamics approach.Frontiers in public health · 2026Article
- The Role of Artificial Intelligence in Advancing Biosensor Technology: Past, Present, and Future Perspectives.Advanced materials (Deerfield Beach, Fla.) · 2025Review
- Understanding the relationship between education-based hypergamy and women's social interaction in China: mediating roles of career aspirations and social distrust.Frontiers in public health · 2025Article
- Resilience of individuals with chronic illness who reside in low resource communities: a concept analysis.International journal of nursing studies advances · 2024Article
- Article
- The post-Cartesian dilemma: Reuniting the mind and body through psychoneuroimmunology.Comprehensive psychoneuroendocrinology · 2024Article
- The Power of a Complex Systems Perspective to Elucidate Aging.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Time-dependent complexity characterisation of activity patterns in patients with Chronic Fatigue Syndrome.BioPsychoSocial medicine · 2024Article
- The lived experience and meaning of resilience in the setting of chronic illness and low- resource communities of African Americans that reside in Tallahatchie County, Mississippi.International journal of qualitative studies on health and well-being · 2023Article
- Practices of Self-Care in Healthy Old Age: A Field Study.Geriatrics (Basel, Switzerland) · 2023Article
- Complexity theory in the management of patients with musculoskeletal painBiomedica : revista del Instituto Nacional de Salud · 2022Article
- Is there such a thing as a symptom cluster: The paradigm shift in symptom science requires a philosophical reflection.Asia-Pacific journal of oncology nursing · 2022Article
- Integrative Proposals of Sports Monitoring: Subjective Outperforms Objective Monitoring.Sports medicine - open · 2022Article
- Article
- Prescribing or co-designing exercise in healthy adults? Effects on mental health and interoceptive awareness.Frontiers in behavioral neuroscience · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors at 12 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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.