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Research study · 2019

Parental Vaccine Preferences for Their Children in China: A Discrete Choice Experiment

Explore the published experiment and its available replication evidence.

Tiantian Gong · Gong2020

Read the paper ↗

01 / Human finding

What the study found

A reviewed summary is not available in this registry. Consult the published paper for the original finding.

Answer-key review: Not reviewed

02 / Experiment design

Who chose, and what varied

Country
China
Human respondents
Not recorded
Attributes
6
Task
discrete choice

03 / Synthetic replication

Registry replication results

Current replication

Spearman rank correlation

Not measured

No current measurement is available in this registry.

Paper-era reference

2023 CLM mean Spearman ρ

Not measured

Historical results use their original estimator and reference. They are not a matched comparison with the current run.

Detailed replication evidence · 2026-11-02

Right direction on all 7 significant effects, close ranking (ρ = 0.99); sizes not comparable (the paper reports logit coefficients).

Use it to screen and rank which attributes move choice; sizes need the paper's respondent data.

Inspect the measured run ↗

direction
holds
rank
holds
size
not comparable

Supported uses

  • Screening which attributes move choice, and in which direction.
  • Ranking attributes and levels by how strongly they move choice.

Limits to keep in view

  • Effect sizes in the paper's units; only direction, rank and shape are compared.

Effects on a common scale

Human effects: logit coefficient. Synthetic effects are multiplied by the record’s calibration factor, k = 3.1575. Calibration aligns magnitude; it does not establish agreement in unadjusted effect sizes.

● Human   ◆ Calibrated synthetic · Lines show human 95% intervals where available.
-1.8301.83Protection rate prevented by vaccines: 80%Protection rate prevented by vaccines: 80%Protection rate prevented by vaccines: 95%Protection rate prevented by vaccines: 95%The risk of severe side effects: Moderate riskThe risk of severe side effects: Moderate ri…The risk of severe side effects: Low riskThe risk of severe side effects: Low riskLocation of vaccine manufacturer: ImportedLocation of vaccine manufacturer: ImportedDuration of vaccine-induced protection: 5 yearsDuration of vaccine-induced protection: 5 y…Duration of vaccine-induced protection: 10 yearsDuration of vaccine-induced protection: 10 …
Human and calibrated synthetic effects
Attribute / levelHumanHuman 95% half-widthCalibrated synthetic
Protection rate prevented by vaccines: 65% (reference)0.000Not measured0.000
Protection rate prevented by vaccines: 80%0.504Not measured0.433
Protection rate prevented by vaccines: 95%1.230Not measured0.773
The risk of severe side effects: High risk (reference)0.000Not measured0.000
The risk of severe side effects: Moderate risk0.793Not measured1.083
The risk of severe side effects: Low risk1.667Not measured1.615
Location of vaccine manufacturer: Domestic (reference)0.000Not measured0.000
Location of vaccine manufacturer: Imported-0.152Not measured-0.387
Duration of vaccine-induced protection: 1 year (reference)0.000Not measured0.000
Duration of vaccine-induced protection: 5 years0.310Not measured0.398
Duration of vaccine-induced protection: 10 years0.642Not measured0.608

Subgroups · screen, not a result

Split by education: 1 of 2 significant differences keep their direction in the simulation (9% to 91%)

screen, not a result. Each row is the college and above group’s effect minus the below college group’s, human in logit, simulated on the simulation’s own scale, so compare direction, not size. A Jev fast-small screen makes no comparison claim.

Sign agreement
1/2, 50%
95% interval
9% to 91%
Shuffle null
47%, p 0.14
Shape ρ
–
Scale ratio
–
Respondents per group
GroupSimulated nPeople nρ vs paper
below college95not given–
college and above185not given–
Group differences: college and above minus below college
Attribute / levelPeople Δ (95%)SignificantSimulated Δ (own scale)Direction
The risk of severe side effects: Low risk+0.45 ±0.38yes-0.00 ±0.09opposite
Location of vaccine manufacturer: Imported+0.47 ±0.24yes+0.08 ±0.09same direction

Interval: Wilson 95% on the significant differences. Shuffle null: groups reassigned at random among the simulated respondents. Scored from screen run e193d07c-dbfd-44ad-9b47-a9ca58dfe51e, W&B score ↗.

04 / Evidence and limitations

Follow the evidence

Missing results mean unmeasured, not zero agreement.

  • missing parent paper url
  • missing canonical pdf
  • missing historic score
  • missing resolved wandb run
Measurement provenance

Registry revision: 648f40378e9c. Estimator: ols.