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X Demographics
Mendeley readers
Attention Score in Context
| Title |
Thou Shalt Be Reproducible! A Technology Perspective
|
|---|---|
| Published in |
Frontiers in Psychology, July 2016
|
| DOI | 10.3389/fpsyg.2016.01079 |
| Pubmed ID | |
| Authors |
Patrick Mair |
| Abstract |
This article elaborates on reproducibility in psychology from a technological viewpoint. Modern open source computational environments are shown and explained that foster reproducibility throughout the whole research life cycle, and to which emerging psychology researchers should be sensitized, are shown and explained. First, data archiving platforms that make datasets publicly available are presented. Second, R is advocated as the data-analytic lingua franca in psychology for achieving reproducible statistical analysis. Third, dynamic report generation environments for writing reproducible manuscripts that integrate text, data analysis, and statistical outputs such as figures and tables in a single document are described. Supplementary materials are provided in order to get the reader started with these technologies. |
X Demographics
The data shown below were collected from the profiles of 15 X users who shared this research output. Click here to find out more about how the information was compiled.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| India | 1 | 7% |
| Germany | 1 | 7% |
| Sweden | 1 | 7% |
| Netherlands | 1 | 7% |
| Canada | 1 | 7% |
| Australia | 1 | 7% |
| Unknown | 9 | 60% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Members of the public | 10 | 67% |
| Scientists | 5 | 33% |
Mendeley readers
The data shown below were compiled from readership statistics for 47 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Venezuela, Bolivarian Republic of | 1 | 2% |
| Unknown | 46 | 98% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Researcher | 11 | 23% |
| Student > Ph. D. Student | 8 | 17% |
| Student > Master | 6 | 13% |
| Other | 4 | 9% |
| Student > Bachelor | 3 | 6% |
| Other | 11 | 23% |
| Unknown | 4 | 9% |
| Readers by discipline | Count | As % |
|---|---|---|
| Psychology | 14 | 30% |
| Medicine and Dentistry | 5 | 11% |
| Computer Science | 5 | 11% |
| Social Sciences | 4 | 9% |
| Biochemistry, Genetics and Molecular Biology | 4 | 9% |
| Other | 9 | 19% |
| Unknown | 6 | 13% |
Attention Score in Context
This research output has an Altmetric Attention Score of 9. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 14 February 2022.
All research outputs
#3,735,930
of 23,504,445 outputs
Outputs from Frontiers in Psychology
#6,483
of 31,330 outputs
Outputs of similar age
#65,916
of 357,394 outputs
Outputs of similar age from Frontiers in Psychology
#111
of 392 outputs
Altmetric has tracked 23,504,445 research outputs across all sources so far. Compared to these this one has done well and is in the 84th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 31,330 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 12.6. This one has done well, scoring higher than 79% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 357,394 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 81% of its contemporaries.
We're also able to compare this research output to 392 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 71% of its contemporaries.