Current replication
Spearman rank correlation
Not measuredNo current measurement is available in this registry.
Research study · 2021
Regional differences and similarities for traditional and demand-responsive public transport preferences: evidence from Sweden
Explore the published experiment and its available replication evidence.
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
- Sweden
- Human respondents
- Not recorded
- Attributes
- 7
- Task
- discrete choice
03 / Synthetic replication
Registry replication results
Paper-era reference
2023 CLM mean Spearman ρ
Not measuredHistorical results use their original estimator and reference. They are not a matched comparison with the current run.
Detailed replication evidence · 2026-11-03
Right direction on all 12 effects, close ranking (ρ = 0.92); 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.
- 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 = 7.9920. Calibration aligns magnitude; it does not establish agreement in unadjusted effect sizes.
| Attribute / level | Human | Human 95% half-width | Calibrated synthetic |
|---|---|---|---|
| Travel time: 15 min (reference) | 0.000 | Not measured | 0.000 |
| Travel time: 20 min | -0.310 | Not measured | -0.610 |
| Travel time: 30 min | -0.930 | Not measured | -1.461 |
| Pre-booking requirement: You must book the journey 10 min before departure (reference) | 0.000 | Not measured | 0.000 |
| Pre-booking requirement: You must book the journey 30 min before departure | -0.340 | 0.118 | -0.031 |
| Pre-booking requirement: You must book the journey 60 min before departure | -0.850 | 0.294 | -0.232 |
| Walking distance: 50 metres (reference) | 0.000 | Not measured | 0.000 |
| Walking distance: 150 metres | -0.300 | 0.196 | -0.635 |
| Walking distance: 400 metres | -1.050 | 0.686 | -0.961 |
| Comfort: You get a seat | 1.680 | 0.357 | 1.719 |
| Comfort: You do not get a seat (reference) | 0.000 | Not measured | 0.000 |
| Crowding: Alone in the bus | 0.305 | 0.214 | 0.092 |
| Crowding: Travel in a half full bus (reference) | 0.000 | Not measured | 0.000 |
| Crowding: Travel in a full bus | -0.641 | 0.269 | -1.342 |
| Price (1 SEK = 0.1 EURO): 22 SEK (reference) | 0.000 | Not measured | 0.000 |
| Price (1 SEK = 0.1 EURO): 27 SEK | -0.600 | Not measured | -0.113 |
| Price (1 SEK = 0.1 EURO): 37 SEK | -1.800 | Not measured | -0.365 |
| Reliability: The pickup time does not change | 0.953 | 0.241 | 2.197 |
| Reliability: The pickup time is delayed 20 min (reference) | 0.000 | Not measured | 0.000 |
Subgroups · screen, not a result
Split by age older: 1 of 1 significant differences keep their direction in the simulation (21% to 100%)
screen, not a result. Each row is the older 60plus group’s effect minus the middle 31 59 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
- 1/1, 100%
- 95% interval
- 21% to 100%
- Shuffle null
- 47%, p 0.15
- Shape ρ
- –
- Scale ratio
- –
| Group | Simulated n | People n | ρ vs paper |
|---|---|---|---|
| middle 31 59 | 78 | not given | – |
| older 60plus | 76 | not given | – |
| Attribute / level | People Δ (95%) | Significant | Simulated Δ (own scale) | Direction |
|---|---|---|---|---|
| Comfort: You get a seat | +1.07 ±0.95 | yes | +0.06 ±0.08 | same direction |
| Crowding: Travel in a full bus | -0.67 ±0.76 | no | -0.02 ±0.09 | not compared |
| Crowding: Alone in the bus | +0.16 ±0.64 | no | -0.02 ±0.09 | not compared |
| Reliability: The pickup time does not change | +0.56 ±0.62 | no | -0.04 ±0.09 | not compared |
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