Taxonomy of Altmetrics
Altmetrics are closely linked to various innovative channels of dissemination. The OpenUP Altmetrics Taxonomy will help you to better understand the correlation between the two concepts. The taxonomy provides orientation for scholars who intend to make use of these channels and for those who aim to assess or reflect about their usage. Explore the different categories of scholarly services, based on the selected dimensions.
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Blogging
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: Yes
- Metrics: Citations, Downloads, Views
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Partly
- Intergenerational differences in assessment: High
Twitter
- Attention: High
- General scholarly appreciation: Low
- Scholarly relevance: No
- Field specific appreciation: No
- Metrics: Mentions, Followers
- Provider coverage: Altmetric.com, Plum, PloS, Impactstory
- Technical Accessibility: Yes (but restricted)
- Intergenerational differences in assessment: Medium
Facebook
- Attention: High
- General scholarly appreciation: Very low
- Scholarly relevance: No
- Field specific appreciation: No
- Metrics: Mentions, Views, Likes
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes (but restricted)
- Intergenerational differences in assessment: Low
ResearchGate
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: Yes
- Metrics: Activities within the network
- Provider coverage: None
- Technical Accessibility: No
- Intergenerational differences in assessment: NA
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Youtube
- Attention: High
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: Yes
- Metrics: Followers, Mentions, Views
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Medium
Vimeo
- Attention: Medium
- General scholarly appreciation: Low
- Scholarly relevance: No
- Field specific appreciation: No
- Metrics: Followers, Mentions
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: No
- Intergenerational differences in assessment: Low
Pinterest
- Attention: Low
- General scholarly appreciation: Very low
- Scholarly relevance: No
- Field specific appreciation: No
- Metrics: Mentions, Views, Likes
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes (but restricted)
- Intergenerational differences in assessment: Low
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Mendeley
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: Yes
- Metrics: Reads, Views
- Provider coverage: Altmetric.com, Plum, PLOS
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Medium
CiteUlike
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: No
- Metrics: Reads, Mentions
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Low
Reddit
- Attention: Medium
- General scholarly appreciation: Very low
- Scholarly relevance: No
- Field specific appreciation: No
- Metrics: Mentions
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes (but restricted)
- Intergenerational differences in assessment: Low
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Github
- Attention: Low
- General scholarly appreciation: Low
- Scholarly relevance: Some
- Field specific appreciation: Yes
- Metrics: Shares
- Provider coverage: Altmetric.com, Plum, PLOS
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Low
Figshare
- Attention: Low
- General scholarly appreciation: Low
- Scholarly relevance: Some
- Field specific appreciation: Yes
- Metrics: Shares
- Provider coverage: Altmetric.com, Plum
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Low
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Wikipedia
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: Yes
- Field specific appreciation: No
- Metrics: Contributions
- Provider coverage: Altmetric.com, Plum, PLOS
- Technical Accessibility: Yes
- Intergenerational differences in assessment: Medium
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Wikipedia
- Attention: Medium
- General scholarly appreciation: Medium
- Scholarly relevance: NA
- Field specific appreciation: Yes
- Metrics: Citations, Contributions
- Provider coverage: Altmetric.com
- Technical Accessibility: No
- Intergenerational differences in assessment: High
Dimensions of analysis:
A taxonomy is an attempt to classify entities according to their properties and to certain dimensions. In this case, we have developed certain dimensions that allow for ordering of dissemination channels. Here are the selected dimensions:
Attention
Attention
This category contains information about how channels of dissemination have the
potential to increase attention for different types scientific output. The data for this category have been derived from the interviews conducted as well as desk research. It has to be noted that the assessment of attention can under the current situation not be fully disentangled according to target groups. Yet, in a further activity the findings that went into constructing the taxonomy will be harmonized with the findings from WP4 and WP6.
General scholarly appreciation
General scholarly appreciation
This category informs about how a specific communication channel is appreciated across various scholarly audiences. The data for this category have been derived from the survey which was conducted within OpenUp. It contains information about whether scholars find a specific communication channel valuable for their scholarly communication. Note: these perceptions are based on individual assessments of researchers in a survey, not on expert opinions. Again, it must be mentioned that dissemination channels beyond established scholarly communication formats such as conference presentations and publications only rarely receive reward and are only to a lesser extent appreciated in general.
Scholarly relevance
Scholarly relevance
This category contains information as to whether a specific channel of communication has been attributed to be scholarly relevant. We use the term ‘scholarly relevant’ as a general term for denoting as to whether a specific channel or service is of importance for either supporting scholarly workflows or is considered to be useful for addressing specific audiences with scholarly information. The assessment is based on an analysis of the scholarly expert literature in scientometrics, bibliometrics and information science conducted in activity D 5.2. and does not provide a representative perception across all sciences. To give an example, blogs are considered as ‘scholarly relevant’ because a number of scholarly articles in this specific literature have treated them as relevant for communicating scholarly arguments to nonscientific audiences. Recommendations in f1000prime may be considered as scholarly relevant as they can provide important information about the quality of a research article. At the contrary, Twitter mentions may direct attention to a specific research output but they
themselves rarely contain or provide any scholarly argument.
Field specific appreciation
Field specific appreciation
This category contains information as to whether the appreciation
of a specific communication channel is field specific or not. Some channels of communication are particularly appreciated and used in specific disciplines or scientific fields. There are, for instance, differences in how twitter is assessed among the scholarly communities. The information is based on results from the survey, analysis of scholarly literature as well as expert opinions
Provider coverage
Provider coverage
This category contains information about which channel of communication is tracked by which provider of altmetrics data. As D 5.1. indicated, there are different data providers in altmetrics which fulfil needs for different scholarly communities. The coverage of a specific communication may indicate as to whether the use of a communication channel relates to the needs and practices of specific scholarly communities.
Technical Accessibility
Technical Accessibility
Technical accessibility is meant to denote that a specific communication channel can be freely accessed through its users or by third party persons. Most usage studies in altmetrics have indicated technical accessibility through the existence of APIs (Automated Programming Interface). Some of the data relevant for studies in altmetrics, however, cannot be directly accessed but are provided by commercial services.
Intergenerational assessment
Intergenerational assessment
The survey data have indicated that there are differences in appreciation and usage of specific communication channels. These differences may be even stronger because of a user bias towards senior scholars. This category therefore denotes as to whether the survey indicated differences.