Evidence map›Paper›PMID 39869337›Full record

ArticleJAMA network open2025

Pharmacy Subscription Program and Medication Refills, Days' Supply, and Out-of-Pocket Costs.

Kai Yeung, Dan Wilden, Vin Gupta, Olga Matlin

Abstract read
In one paragraph

Article in JAMA network open, 2025. 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. Review
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

4 authors.

Kai YeungAmazon Health Services, Seattle, Washington.
Dan WildenAmazon Pharmacy, Seattle, Washington.
Vin GuptaAmazon Pharmacy, Seattle, Washington.
Olga MatlinAmazon Health Services, Seattle, Washington.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Medication nonadherence imposes high morbidity, mortality, and costs but is challenging to address given its multiple causes. Subscription models are increasingly used in health care to encourage healthy behaviors; in January 2023, Amazon Pharmacy launched RxPass, a subscription program offering Amazon Prime members (hereafter, company members) in 45 states access to 60 common generic medications for a flat $5 monthly fee. Objective: To evaluate the associations of program enrollment with medication refills, days' supply, and out-of-pocket costs. Design, Setting, and Participants: In this retrospective, population-based cohort study, a difference-in-differences approach with doubly robust estimation was used to assess outcomes 6 months before and after program enrollment, compared with a contemporaneous control group (study period included July 24, 2022, to January 24, 2024). Participants were younger than 65 years, company members, and not enrolled in Medicare or Medicaid. Exposure individuals were enrolled in the program in the first 6 months of program launch. Control individuals resided in the 5 states where the program was not available but who clicked on the enrollment webpage in the first 6 months of program launch. Exposure: Subscription program enrollment. Main Outcomes and Measures: The primary outcome was the number of days' supply of medications on the subscription program list per person per month (PPPM). Secondary outcomes were the number of prescription refills and out-of-pocket costs of medications on the program list, including program subscription costs, PPPM. Results: After propensity score weighting, there were 5003 enrollees (mean [SD] age, 45.9 [11.1] years; 2076 female [41.5%]) and 5137 controls (mean [SD] age, 45.8 [11.1] years; 2116 female [41.2%]). The program was associated with an increase in days' supply of 10.39 days PPPM (95% CI, 10.29-10.48 days PPPM), a 27% increase, an increase in prescription refills of 0.19 PPPM (95% CI, 0.19-0.19 refills PPPM), a 29% increase, and a decrease in out-of-pocket spending by $2.35 PPPM (95% CI, $2.37-$2.33 PPPM), a 30% decrease. Conclusions and Relevance: In this cohort study, program enrollment was associated with increased medication refills and total days' supply and reduced out-of-pocket costs. Future research should investigate the potential cognitive and/or behavioral mechanisms by which subscription programs encourage healthy behaviors and whether the results could be replicated among other pharmacies or cohorts.

Indexed as

Drug PrescriptionsHealth ExpendituresAdultAgedFemaleHumansMaleMiddle AgedRetrospective StudiesUnited States

Identifiers

PMID39869337
PMCPMC11774089

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.