Improving Data Availability: A New SMJ Initiative

AuthorSendil K. Ethiraj,Alfonso Gambardella,Constance E. Helfat
Published date01 November 2017
Date01 November 2017
DOIhttp://doi.org/10.1002/smj.2690
Strategic Management Journal
Strat. Mgmt. J.,38: 2145–2146 (2017)
Published online EarlyView 11 September 2017 in WileyOnline Library (wileyonlinelibrary.com) DOI: 10.1002/smj.2690
Received 11 August 2017
EDITORIAL
Improving Data Availability: A New SMJ Initiative
Sendil K. Ethiraj,1Alfonso Gambardella,2and Constance E. Helfat3,*
1London Business School, London, U.K.
2Department of Management & Technology, Bocconi University, Milan, Italy
3Strategy and Management Group, Tuck School of Business at Dartmouth, Hanover,
New Hampshire
In the pages of this journal, the coeditors have
previously written about the importance of
cumulative research, including the benets of
replication studies (Bettis, Ethiraj, Gambardella,
Helfat, & Mitchell, 2016; Ethiraj, Gambardella,
& Helfat, 2016). It goes without saying that the
availability of data facilitates the replication of
prior studies, including exact replications as well
as quasi-replications that use different data than
the original studies. However, data availability
in strategic management, and in the management
elds more generally, has other important benets
in promoting the cumulativeness of research-based
knowledge. In the eld of strategic management,
researchers often go to great lengths to collect
unique data that form the backbone of much of
our research. Scholars who wish to build on prior
research generally lack access to these sorts of
previously collected data, and therefore have to
reinvent the wheel (so to speak) by collecting new,
and often qualitatively different, data. This impedes
the cumulativeness of our research. In an effort to
improve matters, we are introducing a new SMJ
initiative that seeks to improve the availability of
data used in prior research while still providing
incentives for researchers to collect these data in
the rst place.
There are many ways to improve the availabil-
ity of data. A number of journals in economics
*Correspondence to: Constance E. Helfat, Tuck School of Busi-
ness at Dartmouth, 100 Tuck Hall, Hanover, NH 03755. E-mail:
constance.helfat@dartmouth.edu
Copyright © 2017 John Wiley & Sons, Ltd.
and political science require that authors of empir-
ical work submit their data and code at the time
of article publication or paper submission, with
exemptions granted for proprietary and legally
restricted data (Christensen & Miguel, 2017). Com-
pelling the disclosure of data, however, can impede
research progress by reducing incentives for schol-
ars to collect and organize unique data in the rst
place (Christensen & Miguel, 2017). We believe
that this problem is especially relevant to strate-
gic management, where many studies rely on data
specic to individual rms, industries, and geo-
graphic areas. Some of these data are proprietary
or legally restricted, but even for data that are not,
researchers often spend an extensive amount of time
collecting data (especially data that is not easily
available from large electronic data bases), orga-
nizing it, and cleaning it to identify and correct
errors.
Given the amount of work involved in creating a
usable dataset, authors often plan a program of more
than one research paper from a dataset. Compelling
the disclosure of data would make it more difcult
to execute such research programs because other
researchers would have ready access to the same
data, and authors who collected the data in question
would risk being “scooped.” One solution to this
problem might be to place an embargo on access
to the data by other researchers for a specied
period of time. However, the appropriate amount
of time during which the original authors should
have exclusive access to their data is unclear, and
crafting such policies can result in complex and

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