Evidence map›Paper›PMID 28111482›Full record

ArticleThe quarterly journal of economics2016

SOURCES OF GEOGRAPHIC VARIATION IN HEALTH CARE: EVIDENCE FROM PATIENT MIGRATION.

Amy Finkelstein, Matthew Gentzkow, Heidi Williams

Abstract read
In one paragraph

Article in The quarterly journal of economics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 113 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
113citing papers in PubMed, 1 pooled it
–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

113 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Observational
  3. Does more generous health insurance reimbursement lead to moral hazard? Evidence from large-scale administrative data in China.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
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  13. Regional variation in the utilization of nursing home care in Germany.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
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  16. Doing More with Less: Predicting Primary Care Provider Effectiveness.The review of economics and statistics · 2025
    Article
  17. Long-term returns to local health-care spending.The European journal of health economics : HEPAC : health economics in prevention and care · 2025
    Article
  18. Article
  19. Article
  20. Article

53 more citing papers are in PubMed but not listed here.

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

3 authors.

Amy Finkelstein
Matthew Gentzkow
Heidi Williams

Funding

Determinants of Elderly Health: The Role of Place-Based FactorsR37AG032449 · NIA · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI FINKELSTEIN, AMY N. · 2020 to 2025
$5.9M
The Design of Social Insurance for the Elderly: Public Pensions & Health InsurancR01AG032449 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI EINAV, LIRAN, FINKELSTEIN, AMY N. · 2009 to 2019
$5.6M
NIA NIH HHS R01 AG032449NIA NIH HHS R37 AG032449
6 · The paper itself

Abstract

We study the drivers of geographic variation in US health care utilization, using an empirical strategy that exploits migration of Medicare patients to separate the role of demand and supply factors. Our approach allows us to account for demand differences driven by both observable and unobservable patient characteristics. Within our sample of over-65 Medicare beneficiaries, we find that 40-50 percent of geographic variation in utilization is attributable to demand-side factors, including health and preferences, with the remainder due to place-specific supply factors. JEL: H51, I1, I11.

Indexed as

Dartmouth AtlasHealth care spendingregional variation

Identifiers

PMID28111482
PMCPMC5243120

What OpenQuestion holds

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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.