Using OSF to increase the transparency, credibility, reproducibility, and accessibility of our research project: From preregistrations to preprints
Open Research objectives / Practices
The objectives of documenting, archiving, sharing, and registering our research project on OSF (Open Science Framework) were threefold. Firstly, by documenting our projects’ sampling and data collection procedures, descriptions of our datasets, and codebooks, we aimed to be transparent about our research processes and methodologies. Secondly, by preregistering the designs of our individual studies (i.e., each study’s research questions, hypotheses, methods, and analysis plan), we intended to make our studies more reproducible. Thirdly, by sharing our preprints, publications, and data, we aspired to make the outputs of our research and our research materials freely accessible. By applying these various principles and behaviours, we strived to be as transparent and open as possible across all phases of the research cycle, so that others can appropriately evaluate our work.
We created a public project on OSF for our Caribbean Research Program on “Father absence and consequences for reproductive behavior and psychosocial development among Caribbean, Caribbean-Dutch and native Dutch youth”. We started with uploading a project-preregistration, in which we summarized the full project and included our main questions, hypotheses, and analyses of the quantitative part of the project. Subsequently, we preregistered each individual quantitative study, and shared its preprint on PsyArXiv upon submission (i.e., after consulting Sherpa Romeo, which indicates whether journals allow posting of preprints). Next to that, we added information on our sampling and data collection procedures, descriptions of our datasets, and codebooks for both our quantitative and qualitative data on OSF. In the near future, we also plan to write a data paper and to make our data available to other researchers.
In the long tradition of quantitative research into father absence, this family form has been negatively associated with multiple domains of offspring development. Unfortunately, most of this research has not been pre-registered. By pre-registering our project and individual studies, we were able to be transparent about our planned analyses before we conducted them, which benefited clarity among collaborators and prevents questionable research practices (e.g., not reporting all variables measured, HARKing: hypothesizing after the results are known, and p-hacking). In doing so, with regard to our participants, we took responsibility for treating their data in an ethical way. That is, we did not exhaustively search for statistical significance, but tested and reported the analyses we planned, which were based on our theoretical and conceptual models. In addition, by sharing our preprints independently upon submission, we aimed to benefit from a wider range of feedback than what is afforded through peer review, and to share our findings and interest as soon as possible.
By preregistering our studies, I learned to design and evaluate our planned research at an early stage of the research process. Though creating a (first) preregistration took some time and effort, it saved time once all collaborators evaluated our research plans and we could conduct the research as preregistered. I am very grateful to my supervisor dr. Tina Kretschmer, who teached me about the importance of high quality study designs and the publication of null findings (e.g., through preprints). Specifically regarding our research project, father absence not being related to offspring outcomes, is also a very valuable result and worth publishing. I hope that the so-called “disconnection between what is good for scientists and what is good for science” will disappear in the near future.
URLs, references and further information
|Last modified:||16 March 2022 11.23 a.m.|