Evidence map›Paper›PMID 25989510›Full record

ArticleHealth services research2016

Estimating True Resource Costs of Outpatient Care for Medicare Beneficiaries: Standardized Costs versus Medicare Payments and Charges.

John T Schousboe, Misti L Paudel, Brent C Taylor, Allyson M Kats, Beth A Virnig, Kristine E Ensrud, Bryan E Dowd

Abstract read
In one paragraph

Article in Health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed
–field-weighted citation impact
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

23 citing papers in PubMed.

  1. The association of frailty with health care costs using the FRAIL scale.Aging clinical and experimental research · 2026
    Article
  2. Article
  3. Incremental Healthcare Costs of Dementia and Cognitive Impairment in Community-Dwelling Older Adults: A Prospective Cohort Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  4. Article
  5. Article
  6. Functional Impairments, Phenotypic Frailty, and Sector-Specific Incremental Healthcare Costs in Older Adults.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024
    Article
  7. Patient-reported experience is associated with higher future revenue and lower costs of hospitals.The European journal of health economics : HEPAC : health economics in prevention and care · 2024
    Article
  8. Article
  9. Life-space mobility and healthcare costs and utilization in older men.Journal of the American Geriatrics Society · 2021
    Article
  10. Article
  11. Frailty Phenotype and Healthcare Costs and Utilization in Older Men.Journal of the American Geriatrics Society · 2020
    Article
  12. Article
  13. Observational
  14. Article
  15. Article
  16. Observational
  17. Article
  18. Article
  19. Review
  20. Frailty Phenotype and Healthcare Costs and Utilization in Older Women.Journal of the American Geriatrics Society · 2018
    Article
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

7 authors.

John T SchousboeHealth Research Center, Park Nicollet Institute for Research and Education, Minneapolis, MN.ORCID http://orcid.org/0000-0002-9329-0750
Misti L PaudelNORC, University of Chicago, Bethesda, MD.
Brent C TaylorCenter for Chronic Disease Outcomes Research, Minneapolis VAMC, Minneapolis, MN.
Allyson M KatsChronic Disease Research Group, Minneapolis Medical Research Foundation, Minneapolis, MN.
Beth A VirnigDivision of Health Policy and Management, University of Minnesota, Minneapolis, MN.
Kristine E EnsrudCenter for Chronic Disease Outcomes Research, Minneapolis VAMC, Minneapolis, MN.
Bryan E DowdDivision of Health Policy and Management, University of Minnesota, Minneapolis, MN.

Funding

Study of Osteoporotic FracturesR01AG005407 · NIA · UNIVERSITY OF CALIFORNIA SAN FRANCISCO · PI CUMMINGS, STEVEN RON, YAFFE, KRISTINE · 1986 to 2016
$23.2M
Study of Osteoporotic FracturesR01AG005394 · NIA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI ENSRUD, KRISTINE · 1986 to 2015
$6.1M
STUDY OF OSTEOPOROTIC FRACTURES: VERTEBRAL FRACTURESR01AR035583 · NIAMS · KAISER FOUNDATION RESEARCH INSTITUTE · PI HILLIER, TERESA A · 1986 to 2005
$3.2M
Study of Osteoporotic Fractures (SOF)R01AG027574 · NIA · KAISER FOUNDATION RESEARCH INSTITUTE · PI HILLIER, TERESA A · 2006 to 2015
$2.6M
Study of Osteoporotic Fractures (SOF)-Pittsburgh ClinicR01AG027576 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CAULEY, JANE ANN · 2006 to 2015
$2.4M
Study of Osteoporotic FracturesR01AR035582 · NIAMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CAULEY, JANE · 1986 to 2005
$2.4M
Study of Osteoporotic FracturesR01AR035584 · NIAMS · UNIVERSITY OF MARYLAND BALTIMORE · PI HOCHBERG, MARC C. · 1986 to 2005
$2.1M
Predictors of Health Care Utilization and Costs Attributable to Hip FracturesR01AG038415 · NIA · UNIVERSITY OF MINNESOTA · PI ENSRUD, KRISTINE, SCHOUSBOE, JOHN TORKILD · 2011 to 2013
$933k
NIAMS NIH HHS R01 AR035582NIAMS NIH HHS R01 AR035583NIAMS NIH HHS R01 AR035584NIAMS NIH HHS R01 AR35582NIAMS NIH HHS R01 AR35583NIAMS NIH HHS R01 AR35584NIA NIH HHS R01 AG005394NIA NIH HHS R01 AG005407NIA NIH HHS R01 AG027574NIA NIH HHS R01 AG027576NIA NIH HHS R01 AG038415NIA NIH HHS R01 AG038415-01
6 · The paper itself

Abstract

objectiveTo compare standardized estimates of the true resource costs of outpatient health care to the allowable and billed charges for that care among Medicare Fee for Service (FFS) beneficiaries. DATA SOURCES/STUDY

settingMedicare Carrier and Outpatient Standard Analytic (SAF) files linked to participant data in the Study of Osteoporotic Fractures from 2004 through 2010. Participants were 3,435 female Medicare Fee for Service enrollees age 80 and older recruited in one rural and three metropolitan areas of the United States. STUDY

designWe estimated standardized costs for Carrier and OP-SAF claims using Medicare payment weights, and compared them to allowable and billed charges for those claims. We used semilog linear regression to estimate the associations of age, race, bone mineral density, prior fracture, and geriatric depression scale score with allowable charges, billed charges, and standardized costs.

resultsEstimated associations of patient characteristics with standardized costs were not statistically different than the associations with allowable charges (chi-squared [χ(2)]: 8.6, p = .13) but were different from associations with billed charges (χ(2): 25.5, p < .001).

conclusionAllowable charges for outpatient utilization in the Carrier file and OP-SAF may be good surrogates for standardized costs that reflect patient medical and surgical acuity.

Indexed as

AgedAge FactorsAmbulatory CareBone DensityDepressionFee-for-Service PlansFemaleHealth ExpendituresHumansInsurance, Health, ReimbursementMedicareOsteoporotic FracturesRacial GroupsUnited StatesCarrier filehealth care costsMedicare paymentOutpatient costsoutpatient SAF file

Identifiers

PMID25989510
PMCPMC4722202

What OpenQuestion holds

Textmetadata
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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.