Biological basis of determinants of health
Open accessAbstract
Clinical medicine and health policy planning find common cause as they seek to define the determinants of health. There is substantial recent interest in the social ecology in which health is embedded. However, biology is where these contributing environmental factors are translated. I provide a new conceptual framework for the biological determinants of health. The old public health rubric of host, agent, and environment as the features that define the root elements of health is an impoverished scheme, because it does not represent our new appreciation of genetic and aging contributions to phenotypic health. I propose genes, external agency, internal agency, and aging as more operationally helpful determinants that effectively describe the biological experience of the organism. This scheme has the advantage of differentiating those agencies that are practically approachable, and therefore deserving of increased attention and investment, and those that are currently intractable.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
SES indicators are upstream determinants of health while biological factors are more proximate determinants.
“SES indicators are upstream determinants of health while biological factors are more proximate determinants [221].”
From Food Addiction and Psychosocial Adversity: Biological Embedding, Contextual Factors, and Public Health Implications (2020) · cites this paper as [221]
Cites
Actual causes of death in the United States
McGinnis, J. M. (1993) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.1993.03510180077038 · Cited by 5,480 · see citing works
Physical Fitness and All-Cause Mortality: A Prospective Study of Healthy Men and Women
Blair, S. N. (1989) · JAMA · doi:10.1001/jama.1989.03430170057028 · Cited by 2,658 · see citing works
Blair, S. N. (1995) · JAMA · doi:10.1001/jama.273.14.1093 · Cited by 2,088 · see citing works
Organization for physiological homeostasis
Cannon, W. B. (1929) · Physiological Reviews · doi:10.1152/physrev.1929.9.3.399 · Cited by 1,844 · see citing works
Seeman, T. E. (1997) · Archives of Internal Medicine · doi:10.1001/archinte.1997.00440400111013 · Cited by 1,368 · see citing works
Principles of Geriatric Medicine and Gerontology.
(1991) · Annals of Internal Medicine · doi:10.7326/0003-4819-114-9-817_6 · Cited by 1,056 · see citing works
Physical Fitness and All-Cause Mortality
Macintyre, J. (1995) · Clinical Journal of Sport Medicine · doi:10.1097/00042752-199510000-00015 · Cited by 899 · see citing works
Tanner, C. M., Ottman, R., Goldman, S. M., Ellenberg, J., Chan, P., Mayeux, R. P., & Langston, J. W. (1999) · JAMA · doi:10.1001/jama.281.4.341 · Cited by 869 · see citing works
The Ecology of Medical Care Revisited
Green, L. A., Fryer, G. E., Yawn, B. P., Lanier, D., & Dovey, S. M. (2001) · New England Journal of Medicine · doi:10.1056/nejm200106283442611 · Cited by 860 · see citing works
White, K. L., Williams, T. F., & Greenberg, B. (1961) · New England Journal of Medicine · doi:10.1056/nejm196111022651805 · Cited by 744 · see citing works
Policy implications of the gradient of health and wealth.
Deaton, A. (2002) · Health Affairs · doi:10.1377/hlthaff.21.2.13 · Cited by 707 · see citing works
A Conceptual Framework of Frailty: A Review
Bortz, W. M. (2002) · The Journals of Gerontology Series A · doi:10.1093/gerona/57.5.m283 · Cited by 550 · see citing works
Self-citationMedicare Beneficiaries’ Costs Of Care In The Last Year Of Life
Hogan, C., Lunney, J. R., Gabel, J. R., & Lynn, J. (2001) · Health Affairs · doi:10.1377/hlthaff.20.4.188 · Cited by 546 · see citing works
Finch, C. E., & Tanzi, R. E. (1997) · Science · doi:10.1126/science.278.5337.407 · Cited by 485 · see citing works
Frank, D. A., & Zeisel, S. H. (1988) · Pediatric Clinics of North America · doi:10.1016/s0031-3955(16)36578-6 · Cited by 407 · see citing works
Longevity Is Moderately Heritable in a Sample of Danish Twins Born 1870-1880
McGue, M., Vaupel, J. W., Holm, N. V., & Harvald, B. (1993) · Journal of Gerontology · doi:10.1093/geronj/48.6.b237 · Cited by 364 · see citing works
THE STORY OF THE ADAPTATION SYNDROME
Selye, H. (1952) · The American Journal of the Medical Sciences · doi:10.1097/00000441-195212000-00039 · Cited by 329 · see citing works
Influence of training and of inactivity on muscle strength.
MULLER, E. A. (1970) · PubMed · Cited by 285 · see citing works
Muscle Strength and Mobility as Predictors of Survival in 75–84 - Year - old People
Laukkanen, P., Heikkinen, E. M., & Kauppinen, M. (1995) · Age and Ageing · doi:10.1093/ageing/24.6.468 · Cited by 259 · see citing works
Wood, P. (1980) · PubMed · Cited by 247 · see citing works
Bortz, W. M. (1984) · PubMed · Cited by 246 · see citing works
Self-citationKinetics of Human Aging: I. Rates of Senescence Between Ages 30 and 70 Years in Healthy People
Sehl, M. E., & Yates, F. E. (2001) · The Journals of Gerontology Series A · doi:10.1093/gerona/56.5.b198 · Cited by 198 · see citing works
Breitner, J. C. S. (1995) · Archives of Neurology · doi:10.1001/archneur.1995.00540320035011 · Cited by 178 · see citing works
Hestbæk, L., Leboeuf‐Yde, C., & Kyvik, K. O. (2006) · BMC Musculoskeletal Disorders · doi:10.1186/1471-2474-7-27 · Cited by 145 · see citing works
McEwen, B. S. (2000) · Neurochemical Research · doi:10.1023/a:1007687911139 · Cited by 142 · see citing works
Order and complexity in dynamical systems: Homeodynamics as a generalized mechanics for biology
Yates, F. E. (1994) · Mathematical and Computer Modelling · doi:10.1016/0895-7177(94)90189-9 · Cited by 131 · see citing works
Ancient Genomes, Wise Bodies, Unhealthy People: Limits of a Genetic Paradigm in Biology and Medicine
Strohman, R. C. (1993) · Perspectives in biology and medicine · doi:10.1353/pbm.1994.0003 · Cited by 105 · see citing works
Marsden, C. D. (1987) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.50.1.105 · Cited by 105 · see citing works
How Fast Do We Age? Exercise Performance Over Time as a Biomarker
Bortz, W. M., & Bortz, W. M. (1996) · The Journals of Gerontology Series A · doi:10.1093/gerona/51a.5.m223 · Cited by 88 · see citing works
Self-citationCardiovascular changes with age and exercise
Kasch, F. W., Boyer, J. L., Camp, S. V., Nettl, F., Verity, L., & Wallace, J. P. (1995) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/j.1600-0838.1995.tb00028.x · Cited by 65 · see citing works
The life and works of Louis Pasteur
Schwartz, M. A. (2001) · Journal of Applied Microbiology · doi:10.1046/j.1365-2672.2001.01495.x · Cited by 47 · see citing works
The Life and Work of Louis Pasteur.
Dr, D. (1928) · PubMed · Cited by 1 · see citing works
Influences On The Health Of Populations: A Closer Look
Iglehart, J. K. (2002) · Health Affairs · doi:10.1377/hlthaff.21.2.7 · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 34 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
High-demand jobs: Age-related diversity in work ability?
Sluiter, J. K. (2006) · Applied Ergonomics · doi:10.1016/j.apergo.2006.04.007 · Cited by 146 · see citing works
“Bortz states that symptomatic health impairments do not appear in most systems until 70% of maximal capacity has been lost (Bortz, 2005; Bortz and Bortz, 1996).”
BackgroundHestbæk, L., Leboeuf‐Yde, C., & Kyvik, K. O. (2006) · BMC Musculoskeletal Disorders · doi:10.1186/1471-2474-7-27 · Cited by 145 · see citing works
“When investigating this issue, it is important to study different age groups separately because the body responds to various stimuli in different ways throughout life [8].”
Evolution evolves: physiology returns to centre stage
Noble, D., Jablonka, E., Joyner, M. J., Müller, G. B., & Omholt, S. W. (2014) · The Journal of Physiology · doi:10.1113/jphysiol.2014.273151 · Cited by 144 · see citing works
López-Uribe, M. M., Ricigliano, V. A., & Simone-Finstrom, M. D. (2019) · Annual Review of Animal Biosciences · doi:10.1146/annurev-animal-020518-115045 · Cited by 100 · see citing works
The Project Baseline Health Study: a step towards a broader mission to map human health
Arges, K., Assimes, T., Bajaj, V., Balu, S., Bashir, M. R., Beskow, L., Blanco, R., Califf, R., Campbell, P., Carin, L., et al. (2020) · npj Digital Medicine · doi:10.1038/s41746-020-0290-y · Cited by 82 · see citing works
“REVIEW ARTICLE OPEN The Project Baseline Health Study: a step towards a broader mission to map human health Kristine Arges1, Themistocles Assimes 2, Vikram Bajaj2, Suresh Balu 1, Mustafa R. Bashir1, Laura Beskow3, Rosalia Blanco1, Robert Califf4, Paul Campbell1, Larry Carin1, Victoria Christian1, Scott Cousins1, Milli…”
BackgroundWiss, D. A., Avena, N., & Gold, M. (2020) · Nutrients · doi:10.3390/nu12113521 · Cited by 66 · see citing works
Isaacowitz, D. M. (2012) · Current Directions in Psychological Science · doi:10.1177/0963721412448651 · Cited by 61 · see citing works
“Given the well-known age-related declines in cognitive functioning (Park & Reuter-Lorenz, 2009) and physical health (Bortz, 2005) that might be expected to lead to worse moods with age, how can older adults’ positive mood regulation be explained? Several theories have suggested possible proximal mechanisms that could…”
BackgroundSample, P. L., Ferguson, P. L., Wagner, J. L., Pickelsimer, E. E., & Selassie, A. W. (2006) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2006.08.009 · Cited by 44 · see citing works
“The internal forces in an individual affect health and mortality [33], and researchers are capturing some of these effects through biological measurement [34].”
BackgroundHealth care for the whole person: Research update.
Kaslow, N. J., Bollini, A. M., Druss, B. G., Glueckauf, R. L., Goldfrank, L. R., Kelleher, K. J., Greca, A. M. L., Varela, R. E., Wang, S. S. ‐., Weinreb, L., et al. (2007) · Professional Psychology Research and Practice · doi:10.1037/0735-7028.38.3.278 · Cited by 40 · see citing works
“Although there are multiple determinants of health, biology is typically the most proximal (Bortz, 2005).”
BackgroundLima, M. J. G. D., & Giralt, S. A. (2006) · Seminars in Hematology · doi:10.1053/j.seminhematol.2006.01.004 · Cited by 39 · see citing works
Ezezika, O. C., & Johnston, N. (2022) · Pedagogy in Health Promotion · doi:10.1177/23733799211069993 · Cited by 32 · see citing works
“Since reading a food label or finding the right oil can be a daunting task, I advised them to avoid saturated fats that look solid, and instead consume plant-based oils that look liquid (Bortz, 2005, pp. 301–302).”
BackgroundMethodInfluentialPersonality determinants of health behaviours of merchant navy officers
Lipowski, M., Lipowska, M., Peplińska, A., & Jeżewska, M. (2014) · International Maritime Health · doi:10.5603/imh.2014.0030 · Cited by 22 · see citing works
“While individuals may have little influence on the biological factors, the social factors are highly correlated to their activity, which includes: lifestyle, psychological resources, social relations, economic conditions, and natural environment [21].”
BackgroundA holistic health determinants model for public health nursing education and practice
Schoon, P. M., & Krumwiede, K. A. (2022) · Public Health Nursing · doi:10.1111/phn.13063 · Cited by 19 · see citing works
Determinants of Frailty and Longevity: Are They the Same Ones?
Rodríguez‐Mañas, L. (2015) · Nestlé Nutrition Institute Workshop series · doi:10.1159/000382057 · Cited by 20 · see citing works
Health State EstimationPreprint
Nag, N. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2003.09312 · Cited by 19 · see citing works
“This simple homily underlies the fact that 95 percent of the US healthcare economy is for direct medical care, and only 5 percent for health improvement Bortz (2005).”
BackgroundThe Pedagogical Impact of Board Games in Public Health Biology Education: The Bioracer Board Game
Ezezika, O. C., Fusaro, M., Rebello, J., & Aslemand, A. (2021) · Journal of Biological Education · doi:10.1080/00219266.2021.1909638 · Cited by 18 · see citing works
“The principle of the game is based on the conceptual framework for the biological determinants of health proposed by Bortz (2005), which includes 4 determinants: (1) genes, (2) external agency, (3) internal agency, and (4) ageing However, for this pilot, we substituted the ‘ageing’ determinant for…”
BackgroundMethodBortz, W. M. (2009) · The Journals of Gerontology Series A · doi:10.1093/gerona/glp164 · Cited by 11 · see citing works
Self-citation유창민 (2017) · Health and Social Welfare Review · doi:10.15709/hswr.2017.37.2.150 · Cited by 10 · see citing works
Les villes-santé et le développement durable : convergence, concurrence ou écran ?
Goff, E. L., & Séchet, R. (2011) · L Information géographique · doi:10.3917/lig.752.0099 · Cited by 6 · see citing works
DETERMINANTS OF HEALTH-SEEKING BEHAVIOR IN GHANA
Nuhu, K. (2018) · OpenSIUC (Southern Illinois University Carbondale) · Cited by 5 · see citing works
Health as a Space-Time ContinuumPreprint
Gozhenko, A., Biryukov, V. S., Gozhenko, O., & Żukow, W. (2018) · Preprints.org · doi:10.20944/preprints201811.0080.v1 · Cited by 4 · see citing works
“For this purpose, were used determinants of human life, reflected in numerous WHO materials and research groups [31, 32, 33].”
MethodA Cause without an Effect? Primary Prevention and Causation
Faust, H. S. (2013) · The Journal of Medicine and Philosophy A Forum for Bioethics and Philosophy of Medicine · doi:10.1093/jmp/jht039 · Cited by 3 · see citing works
Health beliefs and behaviors of college women
Reiser, L. M. (2007) · D-Scholarship@Pitt (University of Pittsburgh) · Cited by 2 · see citing works
Bortkiewicz, A., Jóźwiak, Z., & Laska-Leśniewicz, A. (2023) · Medycyna Pracy · doi:10.13075/mp.5893.01406 · Cited by 2 · see citing works
Physician Assistants, Geriatrics, and Next Medicine
Bortz, W. M. (2018) · Physician Assistant Clinics · doi:10.1016/j.cpha.2018.05.010 · Cited by 1 · see citing works
Self-citationThe Potential for Intersectoral Collaboration in Addressing Rural Health Needs
Pheley, P. J. (2005) · VTechWorks (Virginia Tech)
Genetic influences on social life : evidence, pathways, and implications for sociological inquiry
Bradshaw, J. (2008) · Texas ScholarWorks (Texas Digital Library)
Educación en salud pública: impacto de las nuevas tecnologías
Sampieri, C. L. (2009) · Salud Pública de México · doi:10.1590/s0036-36342009000500002
Krawczyk, D. C. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-809285-9.00006-5
Discovery through Diversity: Insights into the Genetics of Lung Function in Latino Youth
Jones, T. K., & Christie, J. D. (2020) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.202006-2404ed
“These health disparities result from a complex interaction of environmental, socioeconomic, and genetic factors (3).”
BackgroundIntegrating omics atlas in health informatics system design-an opinion article
Zeng, I. S. L. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1374359 · Cited by 1 · see citing works
Integrativmedizinische Grundlagen: Salutogenese, Epigenetik und Kurmedizin
Marktl, W. (2024) · Springer eBooks · doi:10.1007/978-3-662-67508-3_2
Ji, W., Lu, J.-G., Yu, Y., Mao, J., Zhang, Q., Zhu, Z. H., & Yu, Z. (2025) · International Journal of General Systems · doi:10.1080/03081079.2025.2602552
- Authors
- Bortz, W. M.
- Affiliations
- Stanford Medicine (US)
- Corresponding author
- Bortz, Walter M.
- ORCID
- Bortz, Walter M.
- Venue
- American Journal of Public Health
- Publisher
- American Public Health Association
- Published
- 2005-03
- Volume
- 95
- Issue
- 3
- Pages
- 389-392
- ISSN
- 0090-0036 (ISSN-L)
- 1541-0048
- PMC
- PMC1449189
- OpenAlex
- W2134002702
- Cited by
- 34
- References
- 34
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 1 · 2022: 3 · 2021: 1 · 2020: 4 · 2019: 1 · 2018: 4 · 2017: 1 · 2015: 1 · 2014: 2 · 2013: 1 · 2012: 1
- FWCI
- 1.99
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- American Journal of Public Health (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DigitalGeorgetown (Georgetown University Library) (submittedVersion)
- Topics
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Health, Environment, Cognitive Aging
- Health Sciences › Health Professions › General Health Professions › Public Health Policies and Education
- Health Sciences › Health Professions › General Health Professions › Health, psychology, and well-being
- Keywords
- social determinants of health, biological determinants of health, genetic factors, aging, external agencies, conceptual framework, health policy
- MeSH terms
- Activities of Daily Living, Aging, Cause of Death, Ecology, Environment, Health Expenditures, Health Policy, Health Services Accessibility, Health Status, Homeostasis, Humans, Life Change Events, Mental Health, Models, Biological, Phenotype, Philosophy, Medical, Public Health, Risk Factors, United States, Health Behavior, Causality, Genetic Predisposition to Disease
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review