5D Library › Turning the Hearing Inward · 中文
Chapter 8. An Experiment That Could Prove It Wrong: Pre-registered Protocol 1.0
The hypotheses of the previous chapters mean something only if they could turn out false. This chapter writes down the experiment before any data are collected and publishes it. Under the 5D Library rules the protocol is public first, the pass/fail criterion is fixed in advance, and the results are published whether positive or negative.
Note
This is version 1.0 of the protocol, replacing draft 0.1 in the sample edition of this book. Before recruitment begins, a frozen copy will be registered free of charge on the Open Science Framework (OSF, osf.io), and the registration number will appear in the next version of this book. If anything in the registered protocol differs from this chapter, the registration is the binding version and the difference will be listed.
1. Question
Do four weeks of the Ergen Yuantong practice (Chapter 7) improve the pitch accuracy of amateur singers more than four weeks of the same sung exercises practised with conventional instructions?
2. Why this comparison
The obvious comparison, practice against no practice, would show only that practising helps. The question here is narrower: whether the method’s instructions about attention (decoupling, turning the hearing inward, starting from the inner note) add anything beyond the singing itself. So both groups sing the same exercises for the same time each day; only the instructions differ.
3. Hypotheses and criterion
Hypothesis · not established
Primary hypothesis: after four weeks, pitch error (median absolute error, in cents) is lower in the practice group than in the control group, allowing for each person’s pre-test error.
Criterion: the post-test error is compared between groups by analysis of covariance, with the pre-test error as covariate (two-sided). The hypothesis is supported if and the practice group’s adjusted mean error is at least 5 cents lower than the control group’s; otherwise it is not supported. The criterion is fixed before data collection and will not be changed afterwards.
Secondary hypotheses (reported, but not used to judge the method):
- Onset accuracy: the error of the first 150 ms of each note falls more in the practice group.
- Effort: self-rated singing effort (0–10) falls more in the practice group.
- Inner reference: the error of a reference pitch hummed from memory falls more in the practice group.
4. Participants
- Amateur singers aged 18 to 60 who have sung at least once a week over the past year.
- Pure-tone screening: thresholds no worse than 20 dB HL at 0.5, 1, 2 and 4 kHz in both ears.
- Excluded: professional singers, anyone who has already learned the Ergen Yuantong method, anyone reporting a current hearing or voice disorder, and anyone who has had voice surgery.
- Ethics: before recruitment, the protocol will be submitted to an independent research ethics committee; recruitment will not begin without approval, and the committee’s name and approval number will be added to the OSF registration and to the next version of this book. All participants give written informed consent and may withdraw at any time.
5. Groups and intervention
Participants are randomised by computer into two groups, 1:1, in blocks so that group sizes stay balanced.
| Practice group | Control group | |
|---|---|---|
| Exercises | Hums, glides, sustained vowels, scales and one phrase, as in Chapter 7 | The same hums, glides, sustained vowels, scales and phrase |
| Instructions | The three stages: notice the two routes and keep the working level; attend to listening rather than making; start each note from the inner pitch | Conventional instructions: attend to correct breath support, a relaxed jaw and accurate pitch |
| Dose | 15 minutes a day for 4 weeks, guided by recordings | 15 minutes a day for 4 weeks, guided by recordings |
| Record | Practice log (date, minutes) | Practice log (date, minutes) |
The guiding recordings for both groups are made by the same voice, have the same length, and are described to participants in equally positive terms, to weaken the explanation “one group expected more”.
6. Measures
Primary outcome: pitch accuracy, measured once before and once after. Participants hear a reference tone and sing the same note on /a/, 24 target notes in total across their comfortable range, in a fixed random order. The fundamental frequency is extracted from the recordings with Praat; for each note the median of the stable portion (from 300 ms after onset to 300 ms before the end) is taken and converted to an error in cents with the formula in Chapter 2; the outcome is the median of the 24 absolute errors.
Secondary outcomes:
- onset accuracy: the median absolute error of the first 150 ms of each note;
- self-rated singing effort (0–10) after the test;
- inner reference: a pitch chosen at the pre-test, hummed from memory at the post-test, error in cents;
- if equipment is available: surface electromyography of the suprahyoid muscles during the test, and contralateral suppression of otoacoustic emissions. These are exploratory.
Blinding: the person extracting pitch and computing errors works from coded files and does not know which group a participant is in.
7. Sample size
Calculation
Assume a medium effect (Cohen’s ), significance level (two-sided) and power (Cohen 1988). The number per group for a two-group comparison is about where the last term is a small correction that brings the normal approximation in line with the -test (Guenther 1981):
from statistics import NormalDist
import math
def n_per_group(d, alpha=0.05, power=0.80):
z = NormalDist().inv_cdf
za, zb = z(1 - alpha / 2), z(power)
n = 2 * ((za + zb) / d) ** 2 + za ** 2 / 4 # normal approximation + Guenther's correction
return math.ceil(n)
for d in (0.5, 0.4, 0.3):
n = n_per_group(d)
print(f"d = {d}: {n} per group, {math.ceil(n / 0.85)} to recruit (15% drop-out)")
# d = 0.5: 64 per group, 76 to recruit (15% drop-out)
# d = 0.4: 100 per group, 118 to recruit (15% drop-out)
# d = 0.3: 176 per group, 208 to recruit (15% drop-out)The study recruits 76 per group, 152 in total. Adjusting for the pre-test (analysis of covariance) usually gives more power than this calculation assumes, so the estimate is conservative. Because the control group also sings every day, the true difference between groups may well be smaller than ; if so, this study may miss it, and the report will say so rather than claim that no effect exists.
8. Analysis plan
- Primary analysis by intention to treat: everyone randomised is included. Missing post-test values are handled by multiple imputation using the pre-test value and group; a completers-only analysis is reported alongside.
- Adherence (minutes practised) is reported for both groups; a per-protocol analysis of participants who completed at least 80% of sessions is labelled secondary.
- No post-hoc subgroup analyses; any extra analysis is labelled exploratory.
- Data are published as CSV with identifying information removed, together with the analysis code and the Praat settings.
9. What would count as failure
The method fails this test if the practice group’s adjusted pitch error is not at least 5 cents lower than the control group’s with . It also counts against the method if the secondary outcomes move in favour of the control group. A failure would not show that the scripture is wrong or that listening does not matter; it would show that these instructions, given in this way for four weeks, do not make amateur singers more accurate than ordinary instructions do. That is a useful thing to know, and it will be published as prominently as a success.
10. Commitment to publish
Whether or not the results support the hypothesis, they will be:
- published on Zenodo as a new version of this book with a new DOI;
- released on 5dlibrary.com as raw data and code;
- stated plainly in this book, including the possible conclusion that the Ergen Yuantong method does not improve pitch accuracy.
Summary
- The protocol is public before any data are collected, and the criterion is fixed in advance.
- Both groups sing the same exercises for the same time; only the instructions differ, so the test isolates the method’s instructions about attention.
- The primary outcome is pitch accuracy measured objectively in cents; onset accuracy, effort and inner-reference error are secondary.
- About 64 per group are needed (76 allowing for drop-out); results will be published whether positive or negative.
References
Fan, Y. (2026). Turning the Hearing Inward: A Bioacoustic Study of the Ergen Yuantong Listening Method [反闻闻自性] (Version 1.0.0). 5D Library. https://doi.org/10.5281/zenodo.23666557 · Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).