Thanks for your response. Note that
I mentioned a number of issues that I identify as problems and
shortcomings and not just a single one. That the "results"
section of a Stage 2 submission allows for "exploratory analysis"
hardly addresses the issues I raised with regard to hypotheses,
follow-up and control experiments, choice of PRIMARY statistical
tests, and archival value. Furthermore, the "exploratory"
analyses you cite are clearly considered subordinate to the
pre-approved "confirmatory analyses." See Nosek and Lakens
(2014). As I see it, that's unnecessarily restrictive.
Yes, we do "move more
like a carpenter trying to adapt and adjust things in real time."
Registered reports ask that we plan most, if not all, of our
measurements, cuts, and adjustments in advance. They are anathema
to the process.
I agree with Nilesh's comments, especially, "Aren't we, as researchers, possessed of
sufficient integrity and ethics to present our research in the
correct light? If this core value is missing, I fear no external
policing is going to help."
When the "controls" proposed for a system in order to address
various ills degrade substantially the utility of that system,
then the cure is worse than the disease. I, for one, am not in
favor of the trade-off necessitated by registered reports. As
Nilesh points out, if registered reports are not to be considered
compulsory, then much (but certainly not all) of this is moot.
For the record, I think there is little to suggest that people who
incorrectly assign gender in these informal discussions might not
pay the requisite attention to their scientific work. Comments
suggesting that hardly advance the discourse.
Les Bernstein
On 6/6/2018 2:09 AM, Massimo Grassi
wrote:
First
of all I would like to thank Tim for the initiative.
A few replies and comments:
- registered reports have the results section divided in the
parts: the
"planned analysis" (those you discussed with editor and reviewers)
and
the "new exploratory analysis". Therefore, I do not see the
problem
risen by Les.
- in my opinion registered reports rise the standard level of
current
science. Registered reports (like a preregistration but even
better)
reveal how limited is our ability to predict. It is difficult to
predict
how the data will look like, what data point will be an outlier,
whether
data should be analysed in this or that way. We teach to students
that
the path of science is hypothetical deductive. In reality we move
more
like a carpenter trying to adapt and adjust things in real time.
- about the possible "uncontrolled dissemination of null results",
I
think that (for science) the current uncontrolled dissemination of
type
I errors is worse.
A nice day to everybody from a summer-sunny Italy,
m
Dear List,
For this topic, I'll violate my rule of not posting replies
here. I
agree with Ms. Rankovic. I sure did not miss the substance and
detail
of Mr. Schoof's email. I also read over the information in the
links.
Indeed, the proposed plan provides for a second review. It
seems to me,
however, that the provisional acceptance is a key aspect of the
process. If it were the case that manuscripts were rejected
upon second
review with substantial frequency, then the philosophy of the
registered
report would be violated and the system would collapse. So,
unless
there are egregious errors or flaws in the full manuscript, it
seems
that it would be published. Note that, in this linked reference
<https://urldefense.proofpoint.com/v2/url?u=https-3A__orca.cf.ac.uk_59475_1_AN2.pdf&d=DwIF-g&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=cIk_-c7SKniTJf2iixjaXS97xJ6_PQgl784dGImHRwg&s=xRzBGFFamRFpRq-4vpkcn53I8ams157EIPZqLQYMQ4w&e=>,
publication is assumed to be
"guaranteed."
In my opinion, the criticism found within the FAQ here
<https://urldefense.proofpoint.com/v2/url?u=https-3A__cos.io_rr_&d=DwIF-g&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=cIk_-c7SKniTJf2iixjaXS97xJ6_PQgl784dGImHRwg&s=6kZPzct7RuQPCnXf4yq-j_iight0Mx1-rD1hGvqvaLE&e=>,
that "The Registered Reports model is based on a
naïve conceptualisation of the scientific method." is
well-founded! The
reply offered to counter that criticism is quite weak and
unconvincing.
I would replace "scientific method" in that criticism with "the
way good
science is done."
Question 17 in Chambers et al. (2014-- linked above) provides an
apt
example. In the process of conducting complex experiments, it
is very
often the case that unexpected results lead to important
follow-up or
control experiments. Chambers et al. handle this issue by
proposing
that in Stage 1 of a registered report, contingencies be stated
such
that "If A is observed, then we will..." That, of course,
assumes that
one knows the decision tree in advance! In my experience,
science
simply does not work that way.
While I find the intent of registered reports to be laudable, in
my
opinion, it substitutes one potential set of problems with
another based
on a narrow view of how science proceeds. Indeed, one may have
a
hypothesis to be tested and gather a set of data to address it
only to
find that the results support a substantially altered view. Is
that,
NECESSARILY, the dreaded "HARKing?" I think not. Scientific
thought
and inquiry do not always proceed in a linear fashion. One
cannot and
should not always know the precise questions or list of
contingencies a
priori and be restricted to answering only those. Then there
are
experiments in which there are no specific hypotheses. They may
be of
the form, "What is the effect of variable A on measurements of
X?"
Assuming the question is non-trivial, those are often the most
revealing
experiments because any outcome is of interest. There is no
"positive"
or "negative." Sure, one can cast such experiments in terms of
hypotheses but doing so often involves a contrivance.
Then there is the matter of "p-hacking" and what I would call
"statistics shopping." Indeed, it is a problem. Unexpected
outcomes
and patterns of data in a complex experiment often require one
to choose
the appropriate statistic after the fact. It is sometimes the
correct
thing to do! Whether it is proper can and should be judged by
reviewers
with the requisite expertise. Good peer-review should
distinguish
between p-hacking and a rational choice that conveys information
and
"truth." The notion that one can and should use only the
statistic
decided upon in advance is unnecessary restrictive.
Finally, there is the matter of archival value. According to
Chambers
et al., "...if the rationale and methods are sound then the
journal
should agree to publish the final paper regardless of the
specific
outcome." It is often the case that rationale and methods are
sound but
the data provide no substantial advance or archival value. I'm
not sure
that "approving" a method and rationale and virtually
guaranteeing
publication will afford the same level of judgment in terms of
archival
value that is afforded by the current system.
Les Bernstein
--
*Leslie R. Bernstein, Ph.D. **| *Professor
Depts. of Neuroscience and Surgery (Otolaryngology)| UConn
School of
Medicine
263 Farmington Avenue, Farmington, CT 06030-3401
Office: 860.679.4622 | Fax: 860.679.2495
<https://urldefense.proofpoint.com/v2/url?u=https-3A__cos.io_rr_&d=DwMFAg&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=Sr0Ep-Gx1c9KJlrgGBL4rmcUvd9qeDUDnFKUymDoKpI&s=vXqZBKaP1dUovPzwBwC5DalLCB6UxwKuM9x_SQCbw5I&e=>
On 6/4/2018 7:51 AM, Christine Rankovic wrote:
Mr. Schoof:
It is beyond ridiculous to accept partial manuscripts for
publication.
Christine Rankovic, PhD
Scientist, Speech and Hearing
Newton, MA USA
rankovic@xxxxxxxxxxxxxxxx
*From:*AUDITORY - Research in Auditory Perception
[mailto:AUDITORY@xxxxxxxxxxxxxxx] *On Behalf Of *Schoof, Tim
*Sent:* Monday, June 04, 2018 4:06 AM
*To:* AUDITORY@xxxxxxxxxxxxxxx
*Subject:* Registered reports
Dear list,
I'm going to try and get hearing science journals to start
offering
registered reports. These reports are basically peer-reviewed
pre-registration documents where you outline your methods and
proposed
analyses. If this document makes it through peer-review, the
manuscript is provisionally accepted for publication. This
process
should reduce certain questionable research practices, such
as selective reporting of results and publication bias. If
you're
sceptical about registered reports, the Center for Open
Science has
compiled a nice FAQ list that might address some of your
concerns:
https://urldefense.proofpoint.com/v2/url?u=https-3A__cos.io_rr_&d=DwIF-g&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=cIk_-c7SKniTJf2iixjaXS97xJ6_PQgl784dGImHRwg&s=6kZPzct7RuQPCnXf4yq-j_iight0Mx1-rD1hGvqvaLE&e=
<https://urldefense.proofpoint.com/v2/url?u=https-3A__cos.io_rr_&d=DwMFAg&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=Sr0Ep-Gx1c9KJlrgGBL4rmcUvd9qeDUDnFKUymDoKpI&s=vXqZBKaP1dUovPzwBwC5DalLCB6UxwKuM9x_SQCbw5I&e=>
I think this is the direction science is going in now and it
would be
great if hearing science joined in. I plan to contact as many
hearing
science journals as possible. I'm compiling a list of journals
to
contact. Please add to this list if I'm missing anything:
https://urldefense.proofpoint.com/v2/url?u=https-3A__tinyurl.com_yaf9r7bk&d=DwIF-g&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=cIk_-c7SKniTJf2iixjaXS97xJ6_PQgl784dGImHRwg&s=Fl55cQMuY6Cn7PFOEwuqgjqGAQtlsR7NYOdkaI_RRTk&e=
<https://urldefense.proofpoint.com/v2/url?u=https-3A__tinyurl.com_yaf9r7bk&d=DwMFAg&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=Sr0Ep-Gx1c9KJlrgGBL4rmcUvd9qeDUDnFKUymDoKpI&s=sk2rFf3fImx-wI9S05uLc7WYgADb5BupEMAQvL3hz-0&e=>.
I don't think any of these journals offer (or are in the
process of
offering) registered reports yet, but correct me if I'm wrong.
If you agree that registered reports are a good idea and want
to sign
the letter I intend to send (see here for a template:
https://urldefense.proofpoint.com/v2/url?u=https-3A__osf.io_3wct2_wiki_Journal-2520Requests_&d=DwIF-g&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=cIk_-c7SKniTJf2iixjaXS97xJ6_PQgl784dGImHRwg&s=r5scpjih3g7j40BYOnKUxciReSgJk5-gYiaotlV12wM&e=
<https://urldefense.proofpoint.com/v2/url?u=https-3A__osf.io_3wct2_wiki_Journal-2520Requests_&d=DwMFAg&c=EZxp_D7cDnouwj5YEFHgXuSKoUq2zVQZ_7Fw9yfotck&r=2Pw2GwelGcMR4953G-STHGpPJm2-pYYYSPmTwJk3sWM&m=Sr0Ep-Gx1c9KJlrgGBL4rmcUvd9qeDUDnFKUymDoKpI&s=G-jhAt3_0f5cPPX7aRpPgVfihZYm_ZTuPohnhVfxWFw&e=>),
let me know and I'll add you to the list. And please spread
the word
of course. The more people agree, the more likely it is we can
get
some of these journals on board!
Best,
Tim Schoof
--
Research Associate
UCL Speech, Hearing and Phonetic Sciences
Chandler House
2 Wakefield Street
London WC1N 1PF
United Kingdom
--
Leslie R. Bernstein, Ph.D. | Professor
Depts. of Neuroscience and Surgery (Otolaryngology)| UConn
School of Medicine
263 Farmington Avenue, Farmington, CT
06030-3401
Office: 860.679.4622 | Fax:
860.679.2495
|