The DOI matches its Crossref record; 16 of the 16 references it cites were found in a registry or an index.
The Lifetime Distribution of Health Care Costs
Open accessAbstract
Objective. To estimate the magnitude and age distribution of lifetime health care expenditures. Data Sources. Claims data on 3.75 million Blue Cross Blue Shield of Michigan members, and data from the Medicare Current Beneficiary Survey, the Medical Expenditure Panel Survey, the Michigan Mortality Database, and Michigan nursing home patient counts. Data Collection. Data were aggregated and summarized in year 2000 dollars by service, age, and gender. Study Design. We use life table models to simulate a typical lifetime's distribution of expenditures, employing cross‐sectional data on age‐ and sex‐specific health care costs and the mortality experience of the population. We determine remaining lifetime expenditures at each age for all initial members of a birth cohort. Separately, we calculate remaining expenditures for survivors at all ages. Using cross‐sectional data, the analysis holds disease incidence, medical technology, and health care prices constant, thus permitting an exclusive focus on the role of age in health care costs. Principal Findings. Per capita lifetime expenditure is $316,600, a third higher for females ($361,200) than males ($268,700). Two‐fifths of this difference owes to women's longer life expectancy. Nearly one‐third of lifetime expenditures is incurred during middle age, and nearly half during the senior years. For survivors to age 85, more than one‐third of their lifetime expenditures will accrue in their remaining years. Conclusions. Given the essential demographic phenomenon of our time, the rapid aging of the population, our findings lend increased urgency to understanding and addressing the interaction between aging and health care spending.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
(1956) · Church History · doi:10.2307/3161201 · Cited by 2,551
Trends in Medicare Payments in the Last Year of Life
Lubitz, J. D., & Riley, G. F. (1993) · New England Journal of Medicine · doi:10.1056/nejm199304153281506 · Cited by 705
The 2030 Problem: Caring for Aging Baby Boomers
Knickman, J. R., & Snell, E. K. (2002) · Health Services Research · doi:10.1034/j.1600-0560.2002.56.x · Cited by 510
The Effect of Longevity on Spending for Acute and Long-Term Care
Spillman, B. C., & Lubitz, J. (2000) · New England Journal of Medicine · doi:10.1056/nejm200005113421906 · Cited by 417
Meerding, W. J., Bonneux, L., Polder, J. J., Koopmanschap, M. A., & van der Maas, P. J. (1998) · BMJ · doi:10.1136/bmj.317.7151.111 · Cited by 350
Long-term Outcome of Critically III Elderly Patients Requiring Intensive Care
Chelluri, L. (1993) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.1993.03500240063027 · Cited by 291
Longevity and Medicare Expenditures
Lubitz, J., Beebe, J., & Baker, C. (1995) · New England Journal of Medicine · doi:10.1056/nejm199504133321506 · Cited by 251
Sex Differences in the Use of Health Care Services
Mustard, C. A., Kaufert, P., Kozyrskyj, A., & Mayer, T. (1998) · New England Journal of Medicine · doi:10.1056/nejm199806043382307 · Cited by 233
The Methods and Materials of Demography
Thomas, R. K. (2024) · Springer Texts in Social Sciences · doi:10.1007/978-3-031-56623-3_2 · Cited by 184
Health expenditures by age group, 1977 and 1987.
Waldo, D. R., Sonnefeld, S. T., McKusick, D. R., & Arnett, R. H. (1989) · PubMed Central · Cited by 150
Cited by
The Lifetime Distribution of the Incremental Societal Costs of Autism
Ganz, M. L. (2007) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpedi.161.4.343 · Cited by 621
Animal models of aging research: implications for human aging and age-related diseases
Mitchell, S. J., Scheibye-Knudsen, M., Longo, D. L., & de Cabo, R. (2015) · Annual Review of Animal Biosciences · doi:10.1146/annurev-animal-022114-110829 · Cited by 328
Skinner, T., Scott, I., & Martin, J. (2016) · International Journal of General Medicine · doi:10.2147/ijgm.s96741 · Cited by 99
The dual impact of online communication on older adults’ social connectivity
Hage, E., Wortmann, H., van Offenbeek, M., & Boonstra, A. (2016) · Information Technology & People · doi:10.1108/itp-09-2014-0216 · Cited by 66
Okunrintemi, V., Benson, E.-M. A., Derbal, O., Miedema, M. D., Blumenthal, R. S., Tibuakuu, M., Ogunmoroti, O., Khan, S. U., Mamas, M. A., Gulati, M., et al. (2020) · American Journal of Preventive Cardiology · doi:10.1016/j.ajpc.2020.100083 · Cited by 9
Metadata
- Authors
- Alemayehu, B., & Warner, K. E.
- Venue
- Health Services Research
- Publisher
- Wiley
- Published
- 2004-05-04
- Volume
- 39
- Issue
- 3
- Pages
- 627-642
- ISSN
- 0017-9124 (ISSN-L)
- 1475-6773
- OpenAlex
- W2124337030
- Cited by
- 396
- References
- 16
- FWCI
- 15.05
- Type
- journal article
- Language
- en
- Open access
- bronze
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
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: The Lifetime Distribution of Health Care Costs. https://app.cochat.ai/papers/10.1111/j.1475-6773.2004.00248.x
- The paper
- Alemayehu, B., & Warner, K. E. (2004). The Lifetime Distribution of Health Care Costs. Health Services Research. https://doi.org/10.1111/j.1475-6773.2004.00248.x
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.