DD-011 experiment design kit
What the experiment would test
Questions, directions, models, and multiplicity families were fixed before the primary synthetic run.
Scroll horizontally to see every column.
| ID | Question | Contrast | Outcome | Estimand | Role |
|---|---|---|---|---|---|
| H1 | Do participants under-acquire costly independent evidence? | T02-assigned − T01-costly | independent_source_acquisition | ITT risk difference | primary |
| H2 | Does attribution protection increase truthful disclosure? | T03-attribution − T00-baseline | truthful_report | ITT risk difference | primary |
| H3 | Does public action visibility increase action diversity? | T06-visible − T00-baseline | distinct_informed_actions | ITT mean difference | primary |
| H4 | Does allocation repair outperform disclosure alone? | T19-visible-coverage − T15-public-pooling | discovery | ITT risk difference | primary |
| H5 | Does marginal-coverage reward improve discovery more than universal pooling? | T09-coverage − T07-pooling | discovery | ITT risk difference | primary |
| H6 | Does the DD-006B mechanism improve joint truth and obedience? | T16-verifiable-joint − T05-verifiable | action_obedience | ITT risk difference | primary |
| H7 | Does verifiable provenance improve disclosure precision? | T05-verifiable − T04-public | disclosure_precision | ITT mean difference | secondary |
| H8 | Are acquisition assignment and allocation repair complementary? | T14-assigned-coverage − T13-costly-coverage | social_net_value | pre-specified difference-in-differences interaction | secondary |
| H9 | Does broadcast induce more public-signal use than one-reader access? | T20-public-all − T21-random-reader | public_signal_use | ITT mean difference | primary |
| H10 | Does single-reader access improve discovery relative to full broadcast? | T21-random-reader − T20-public-all | discovery | ITT risk difference | primary |
| H11 | Does an attention license outperform a nonbinding ignore recommendation? | T26-attention-license − T25-ignore-recommendation | one_reader_alignment | ITT risk difference | primary |
| H12 | Does a designated reader implement one-reader allocation over broadcast? | T24-designated-reader − T20-public-all | one_reader_alignment | ITT risk difference | primary |
| H13 | Do conditional recommendations improve discovery over broadcast? | T27-off-signal-rescue − T20-public-all | discovery | ITT risk difference | secondary |
| H14 | Does action visibility induce the registered contrarian response? | T28-conditional-visible − T25-ignore-recommendation | contrarian_action | ITT mean difference | secondary |
| H15 | Does paired threshold allocation improve discovery over common-mode crowding? | T29-threshold-paired-planner − T30-threshold-common-mode | discovery | ITT risk difference | primary |
| H16 | Do team-token recommendations improve threshold portfolio efficiency over common mode? | T32-threshold-team-tokens − T30-threshold-common-mode | threshold_portfolio_efficiency | ITT mean difference | primary |
| H17 | Does private following increase viable-team count over common mode? | T31-threshold-private-following − T30-threshold-common-mode | viable_team_count | ITT mean difference | secondary |
| H18 | Does hidden history preserve discovery relative to visible action history? | T33-dynamic-bayes-hidden-fixed − T34-dynamic-bayes-visible-fixed | discovery | ITT risk difference | primary |
| H19 | Does the registered stopping policy save actions relative to a fixed planner horizon? | T36-dynamic-planner-hidden-stopping − T35-dynamic-planner-hidden-fixed | action_savings | ITT mean difference | primary |
| H20 | Does hidden-history planner allocation improve discovery over hidden-history Bayes behavior? | T35-dynamic-planner-hidden-fixed − T33-dynamic-bayes-hidden-fixed | discovery | ITT risk difference | secondary |