// OPEN INTELLIGENCE — PUBLIC ARCHIVESTUDY INDEX: RECALL-METHOD · STRATIFIED PERMUTATION
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STUDY NO. 02ABDUCTION · MEMORY

Were Alien Abductions Invented Under Hypnosis?

Does hypnotic regression tell a different abduction story than conscious recall? The false-memory account predicts it should — longer, stranger, more uniform. We tested that against 196 tellings of 158 cases — a telling is one account of one event as it reached the record, so a case told by two witnesses or on two programmes counts twice — the largest historical archive we could assemble. It isn’t there.

STUDY ID
FR-STU-2026-02
TELLINGS
196 · 102 C / 94 H
CASES
158 · ~232 witnesses
REACH
22 countries · 1910s–2020s
METHOD
Shuffle test ×10,000
STATUS
● OPEN · RE-RUN 2026-09-22
01The Question02How Much Is Told03The Element Profile04Seven-Beat Script05One Story, Two Doors06Same Case, Both Doors07Does It Travel08Read With Care
◆ THE FINDINGUPDATED 22 SEP 2026 · NULL RESULT · PRE-REGISTERED (PREDICTIONS FIXED BEFORE THE RUN)
0.83×regression tells a leaner story, not a richer one — the inflation prediction fails on every axis

Question: Do hypnotically-recovered abduction accounts differ from consciously-recalled ones — richer, more exotic, more templated? Sample and method: 196 labelled abduction tellings — 102 consciously recalled, 94 recovered under hypnotic regression — across 158 cases, ~232 named witnesses, 22 countries and the 1910s–2020s. Re-run 22 Sep 2026 on the current archive; the July figures held.

01 / THE QUESTION

If hypnosis writes the abduction story, the seams should show

In the 1980s and 90s most famous abduction accounts were recovered under hypnosis, and the standard sceptical reading is that hypnosis creates the narrative — the hypnotist expects the script, the subject obliges, the culture supplies the details. If that’s right, hypnosis-derived accounts should be measurably longer, stranger and more uniform than accounts people simply remembered awake.

Nobody, as far as we know, had measured that against a large historical archive. We did — comparing two routes to the record across 196 tellings, holding the era fixed and letting the route vary. The predictions and the tests were written down before the data was run (that is what “pre-registered” means), so nothing here was chosen after seeing the answer.

For the technically minded: era-stratified permutation tests (10,000 draws), case-clustered bootstrap CIs (2,000 draws), Benjamini–Hochberg FDR across the element screen, seed fixed. In plain English, below.

⚠REPORTS, NOT REALITY — NOT A VERDICT ON HYPNOSIS

This does not mean the abductions happened, and it does not prove hypnosis is reliable — memory research is clear that confident false detail can be implanted. It means something narrower: the signature that hypnosis-constructed narratives were predicted to leave is not in the data.

Selection into hypnosis — investigators historically chose whom to regress, and they chose the strange cases — is the one confound — a hidden factor that could produce the result on its own — that can’t be removed. It’s stated wherever it bites (§08).

Conscious recall
Remembered awake, without hypnosis
102
TELLINGS
Hypnotic regression
Recovered under regression
94
TELLINGS

84 tellings arrive via both routes and are analysed separately. The corpus spans 158 distinct cases, ~232 named witnesses, 22 countries and the 1910s–2020s — independent people who overwhelmingly never met.

FROM THE ARCHIVE TO THE TWO ARMS
565
abduction tellings in the archive
196
carry exactly one route label — the two groups compared
102
conscious recall
94
hypnotic regression
84
both routes — analysed separately (§07)
285
no route stated — excluded
WHEN THE CASES HAPPENED · TELLINGS PER ERA
CONSCIOUSREGRESSION

Regression peaks in the 1970s, the era of Budd Hopkins and John Mack, the investigators who made regression the standard tool; conscious accounts run later. That is why every test below shuffles labels within an era — a raw comparison would be one decade against another in disguise.

BEFORE 1970
13
24
1970S
18
26
1980S
12
9
1990S
25
8
2000 ON
11
0
UNDATED
23
27
HOW WE TESTED IT — WITHOUT THE JARGON
The shuffle game

To ask whether regression tellings really differ, we shuffled the “conscious” and “hypnosis” labels across the same tellings 10,000 times and checked how often pure chance produces a gap as big as the real one. Shuffles stay within the same era, so it’s never 1960s-vs-1990s in disguise.

ERA-STRATIFIED PERMUTATION TEST
One case, one vote

Famous cases get retold — Betty and Barney Hill appear many times. Our uncertainty ranges resample by case, not by telling, so one celebrated story can never masquerade as twenty independent data points.

CASE-CLUSTERED BOOTSTRAP
The false-alarm tax

We compared 37 story ingredients one by one. Test that many things and a few will look “significant” by luck alone — so every per-ingredient result pays a statistical tax before we believe it. Only 5 survive it.

BENJAMINI–HOCHBERG FDR CORRECTION
READING THE NUMBERS BELOW

A p-value is how often pure chance alone would produce a gap this big — under 0.05 is conventionally “significant”. A 95% CI (confidence interval) is the range the true effect plausibly sits in; if it crosses the null line — the line where “no difference” sits — chance can’t be ruled out. A ratio of 1.0× means the two routes are equal; 0.8× means regression tellings have 80% as much. pp is percentage points — the plain gap between two percentages. Raw is the simple comparison of the two groups; era-adjusted is the same comparison made decade by decade and then combined, so the hypnosis-heavy 1970s can’t tip it. The outcomes are numbered O1–O7 to match the technical dossier.

02 / HOW MUCH IS TOLD

The inflation that never came

ESTIMATE

If hypnosis inflated the account, both effects would sit to the right of the null. Instead each estimate lands left — regression tellings carry marginally fewer story elements (0.833× as many, raw; 0.809× once each era is compared with itself) and are no more exotic (−3.2 pp). That leaner-story gap sits exactly at the conventional threshold (p = 0.050) and runs the opposite way to the prediction. The toggle switches which estimate is drawn — raw or era-adjusted — not the test behind it.

O1p = 0.050 · AT THE THRESHOLD

Experience elements per telling

CONSCIOUS
5.71
REGRESSION
4.76
EFFECT · 95% CI (RAW)
1.0×
0.5×
1.5×
0.833×(0.63–1.10)
O2p = 0.516 · NOT SIG.

Exotic share of the account

CONSCIOUS
68%
REGRESSION
65%
EFFECT · 95% CI (RAW)
0
−20 pp
+20 pp
−3.2 pp(−13.8 to +5.3 pp)
EXOTIC

The abduction script itself — being taken aboard, procedures, telepathy, implants, hybrids, what the beings look like.

MUNDANE

External sighting detail — lights, craft, witnesses, physical traces. Government/coverup content and missing time are excluded by design — missing time is the reason people were sent to a hypnotist, so counting it would bake the confound into the outcome.

03 / THE ELEMENT PROFILE

The same story, told through two doors

Every telling is broken into its story ingredients — the 37 common enough to test are grouped here by the seven beats of the abduction script. Each row is one element: the grey dot is how often conscious accounts include it, the blue dot regression accounts — the bar between them is the gap. Read top to bottom and the two routes trace the same profile. 5 elements survive the false-alarm tax (★): 4 lean conscious (bedroom visitation, fear response, telepathy and paralysis) — against the stereotype — and the one that leans regression is medical procedure, the examination beat. Click any highlighted element to see the real cases behind it.

ELEMENT
0%32%64%
OR · p
1 · APPROACH
2 · CAPTURE
3 · INTERIOR
4 · PROCEDURES
5 · COMMUNICATION
6 · BEINGS
7 · AFTERMATH
CROSS-CUTTING
CONSCIOUS %REGRESSION %OR = ODDS RATIO · HOW MUCH LIKELIER UNDER REGRESSION (1 = NO DIFFERENCE)★ SURVIVES THE FALSE-ALARM TAX (q < 0.10)† <10 OCCURRENCES · DESCRIPTIVE
EXOTIC · SURVIVES THE FALSE-ALARM TAXSTAGE 5 · COMMUNICATION

Telepathy

1917–2024 · Argentina, Australia, Brazil, Canada, China, Finland

Telepathic contact — far commoner in conscious accounts, and the gap survives the false-alarm tax.

CONSCIOUS
51.0%
52 tellings
REGRESSION
24.5%
23 tellings
ODDS RATIO
0.32
leans conscious · q 0.054
q = the p-value after the false-alarm tax
THE CASES BEHIND IT
Escanaba ‘Tell No One’ encounters1942
CONSCIOUSLY RECALLED

A Michigan housewife’s car was moved for miles while others slept; months later she was drawn barefoot from her home to meet a note-taking being.

Ricardo Ali ‘Guinea Pig’ encounter1976
CONSCIOUSLY RECALLED

Three silvery-suited beings communicated with the paralysed 20-year-old.

UNDER REGRESSION · CASE FILE →

A patrolman met a hovering saucer; car, radio and flashlight failed. Under hypnosis he recalled being taken aboard.

Dionisio Llanca abduction1973
UNDER REGRESSION

A truck driver changing a tyre was illuminated and paralysed; three blonde beings took a blood sample.

04 / THE SEVEN-BEAT SCRIPT

Regression walks fewer beats, not more

Folklorist Thomas Bullard showed abduction stories follow a canonical seven-beat sequence. If regression pushed witnesses further into the script, its bars would run longer. They don’t — the conscious arm covers more beats (3.72 vs 3.07 of 7), with the biggest deficits at capture and communication.

1Approach
44%
43%
−1.7
p 0.814
2Capture
59%
31%
−24.6
p 0.001 ✓
3Interior
49%
56%
+2.6
p 0.656
4Procedures
53%
71%
+18.3
p 0.014 ✓
5Communication
51%
25%
−20.9
p 0.005 ✓
6Beings
50%
34%
−9.8
p 0.181
7Aftermath
66%
48%
−14.0
p 0.085
3.72
CONSCIOUS
›
3.07
REGRESSION
beats of 7 touched
−0.64 (CI −1.35 to +0.13, p=0.054)

Grey = conscious, blue = regression, as a share of tellings that touch each beat; the right-hand figure is the gap in percentage points, and ✓ marks a gap chance would rarely produce (p under 0.05). 3 beats reach significance — capture and communication favour the conscious arm; procedures is the one that favours regression.

05 / ONE STORY, TWO DOORS

A cross-route pair shares 87% of what a same-route pair does

If regression wrote its own narrative, two regression tellings should overlap far more than a regression–conscious pair. They barely differ. Overlap here simply means the fraction of story ingredients two tellings share (the “Jaccard” score — 0 is nothing in common, 1 is identical).

MEAN PAIRWISE OVERLAP (JACCARD)
Regression ↔ Regression0.156
Conscious ↔ Conscious0.1459
Cross-route (C ↔ H)0.131
87%

of a same-route pair’s overlap is shared by a cross-route pair. One story, thinly accented — same-route minus cross-route overlap = +0.0195, p<0.001.

O4 · PROSE CONVERGENCE

The one hint in the sceptics’ favour — regression summaries read slightly more alike as prose. A language model scores every pair of summaries from 0 to 1 by similarity of meaning; the figure is the average for each route, and higher means more uniform.

CONSCIOUS
0.310
REGRESSION
0.359
⚠ WEAKENS UNDER LENGTH-EQUALISING

Raw Δ+0.049 (p=0.001) clears the stricter p<0.01 bar we set for this outcome in advance. On 30-word-truncated summaries — the same test with length taken out — the gap shrinks to Δ+0.017 (p=0.182) — so much of it was length, not route. Treat convergence as a hint, not a finding.

06 / THE SAME CASE, BOTH DOORS

Three natural experiments

Three cases appear in the corpus via both routes — the closest this data comes to a controlled comparison, because the underlying event is held fixed while the memory route varies. What matters isn’t the raw overlap (diluted by brief tellings) but what kind of element each route adds.

19671 C / 2 H

Herbert Schirmer abduction

OVERLAP (JACCARD)
J 0.562
REGRESSION ADDED
animal reactionsengine failureimplantlanding tracemultiple witnesses
CONSCIOUS-ONLY
humanoidsmedical procedure
19733 C / 3 H

Pascagoula abduction

OVERLAP (JACCARD)
J 0.583
REGRESSION ADDED
beam of lightcolored lightshumanoidslanded craftnight sighting
CONSCIOUS-ONLY
none
19755 C / 3 H

Travis Walton abduction

OVERLAP (JACCARD)
J 0.647
REGRESSION ADDED
night sightingnordic human likesmall humanoids
CONSCIOUS-ONLY
fear responsegrey beingslanded craft
07 / DOES IT TRAVEL

The null holds in every slice

OUTCOME

The same two questions asked 8 different ways: one vote per case instead of per telling; only cases our archive grades L3+ (corroborated by three or more independent sources) and only L0 (a single source); dated cases only; the 84 both-route tellings counted as regression, then as conscious; and a wider pool that adds contact and close-encounter reports. Every point hugs the null line — where “no difference” sits; marker size scales with sample size. Below 1.0× = regression tells a leaner story. Every cell sits at or near the null — the largest, 1.029×, comes from counting both-route tellings as regression.

1.0× NULL
Abduction tellings (primary)n 102/94
0.833×
p 0.050
One vote per casen 89/66
0.898×
p 0.219
L3+ · 3+ independent sourcesn 42/63
0.767×
p 0.240
L0 · single sourcen 58/26
0.679×
p 0.028
Dated cases onlyn 79/67
0.851×
p 0.084
Both-route → regressionn 102/178
1.029×
p 0.811
Both-route → consciousn 186/94
0.75×
p 0.002
+ contact & close-encounter reportsn 309/110
0.935×
p 0.175
0.6×1×1.2×

The primary row re-runs the §02 test inside the robustness grid with 10,000 fresh shuffles; it reproduces §02's p (0.050).

08 / READ WITH CARE

What this study cannot rule out

LABEL AUDIT · 16 TELLINGS HAND-GRADED
86%
CONSCIOUS PRECISION
100%
REGRESSION PRECISION

Precision = correct labels ÷ labels that could be judged; 19% were genuinely ambiguous. Self-hypnosis and conscious-fragment-then-regression cases blur the arms — which pushes them toward each other. Mislabelling of that kind can only hide a real difference, never invent one — so if anything the “no difference” result is understated, not inflated. A full transcript audit remains a follow-up.

1

Selection into hypnosis

THE BIG ONE

Investigators of the Hopkins and Mack era chose whom to regress — and chose the strange cases. That selection should have pushed the regression group toward MORE strangeness. It shows less or equal, so this hidden factor works against our result rather than for it.

2

Archival visibility

CONTROLLED-FOR

Famous, media-covered cases are over-represented in any archive. The one-case-one-vote rule (§01) stops any single famous case from counting as many independent points, and the L3+ and L0 rows in §07 show the result isn’t carried by either the well-corroborated or the single-source end.

3

Extraction

MEASURED

Story elements are pulled out of narrated recordings by a language model, one remove from the witness. The label audit measures this error (16 tellings hand-graded: 86% conscious precision, 100% regression precision, 19% genuinely ambiguous); it does not erase it.

VERDICTTHE REGRESSION-INFLATION PREDICTION FAILS ON EVERY AXIS

Hypnotically-recovered tellings are not richer (0.833× as many story elements; 0.809× era-adjusted, p=0.050 — the lean runs the other way), not more exotic (−3.2 percentage points), and touch fewer beats of the seven-beat script (3.07 vs 3.72, p=0.054). The two routes are overwhelmingly telling one story — a cross-route pair shares 87% of a same-route pair’s ingredients.

Where individual elements genuinely differ, the direction runs against the stereotype: bedroom visitation, fear response, telepathy and paralysis all skew conscious; regression’s one lean is procedural — the medical-examination beat, exactly where a session probing “what happened inside?” would dwell. The corpus can’t certify exact parity, but the inflation the false-memory account predicts is absent everywhere the sample was large enough to show it — and the story was already fully formed in conscious-recall accounts decades before regression became standard practice.

RE-RUN 2026-09-22 ON THE CURRENT ARCHIVE · EVERY FIGURE ON THIS PAGE IS READ FROM THAT RUN’S EXPORT · DOSSIER: dossiers/recall-method.md

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Were Alien Abductions Invented Under Hypnosis? — Study · Fractured Realities