Evidence map›Paper›PMID 42704717›Full record

Trial reportHealth policy and planning2026

Evidence on information, access frictions, and experience in public healthcare use in rural Bangladesh: a cluster-randomized field experiment.

Mohammad Asif Hasan Khan

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Health policy and planning, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Mohammad Asif Hasan KhanDepartment of Economics, Skidmore College, 815 North Broadway, Saratoga Springs, NY 12866, United States.ORCID 0000-0002-8875-3853

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In rural Bangladesh, many households continue to rely on private and informal providers even when public healthcare options are available at low or zero monetary cost. This paper studies whether the barrier is mainly misinformation, access frictions, or trust and uncertainty about public care. A cluster-randomized field experiment was conducted with 2320 households across 580 neighborhoods and three sequential treatment arms. Information provision sharply increases awareness of public care options but has limited effects on actual utilization. In contrast, encouraging a one-time experience with public care produces significant increases in public uptake, substitution away from informal providers, and meaningful reductions in out-of-pocket spending, especially on medicines. Households induced to use public care reduced total health spending by ∼601 Bangladeshi taka (USD 5.46 at 2023 exchange rate; 32% of the control group mean) relative to nonusers (95% CI 373-829 taka; P < 0.001), with most of the reduction driven by lower medicine expenditure. The findings suggest that improving beliefs alone is insufficient and that lowering uncertainty through a first successful experience is a key lever for shifting healthcare demand toward public options.

Indexed as

Health Services AccessibilityRural PopulationBangladeshCommunicationHealth ExpendituresHumansTrustBangladeshcredence goodsdemand-side frictionsfield experimentinformal providerspublic healthcare

Identifiers

PMID42704717
PMCPMC13678817

What OpenQuestion holds

Textmetadata
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.