Evidence map›Paper›PMID 35212886›Full record

ArticleThe European journal of health economics : HEPAC : health economics in prevention and care2022

The impact of cost-sharing on prescription drug demand: evidence from a double-difference regression kink design.

Simona Gamba, Niklas Jakobsson, Mikael Svensson

Abstract read
In one paragraph

Article in The European journal of health economics : HEPAC : health economics in prevention and care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Simona GambaDepartment of Economics and Finance, Universitá Cattolica Del Sacro Cuore, Milan, Italy.
Niklas JakobssonKarlstad Business School, Karlstad University, Karlstad, Sweden.
Mikael SvenssonSchool of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, Box 463, 405 30, Gothenburg, Sweden. Mikael.svensson.2@gu.se.ORCID http://orcid.org/0000-0003-1113-7478

Funding

Vetenskapsrådet 2018-02708
6 · The paper itself

Abstract

Pharmaceuticals represent the third-largest expenditure item in health care spending in the OECD countries, and cost growth is around 5% per year in many OECD countries. One possible way to contain the rise in pharmaceutical spending is the use of cost-sharing schemes that makes insured individuals directly bear parts of the cost of a drug. This study estimates the price sensitivity of demand for prescription drugs using data on all prescription drug purchases from a random sample of 400,000 Swedes followed from 2010 to 2013. We use a regression kink design (RKD) by exploiting the kinked Swedish cost-sharing scheme to assess the price elasticity. Further, since the cost-sharing scheme has changed over time, we also use a double-difference RKD to account for potential confounding nonlinearities around the kink. Our results indicate that the standard RKD results are biased and exaggerate the price sensitivity. Our preferred double-difference RKD specifications show no or minor price sensitivity (95% CI price elasticity from - 0.12 to 0.02). The results are similar in several sub-group analyses across age groups, sexes, and income quartiles.

Indexed as

Prescription DrugsCost SharingDrug CostsHealth ExpendituresHumansSwedenPrescription DrugsCost-sharingDrug consumptionHealth-careMoral hazardNatural experimentRegression kink design

Identifiers

PMID35212886
PMCPMC9666319

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Registered trials

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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.