Why is Google Scholar popular in some fields but not in others?
In disciplines such as computer science and engineering, Google Scholar is a fundamental tool in not only searching for recent work of a researcher but is also frequently used as a metric for the proficiency of the researcher.
I've noticed in many other fields, e.g. political science, or even math, Google Scholar is not nearly as popular.
Does anyone have any insight into why this is the case? Do these other fields have other tools they use to follow researchers or measure their output? Perhaps these factors are not as important in these other fields?
google-scholar
add a comment |
In disciplines such as computer science and engineering, Google Scholar is a fundamental tool in not only searching for recent work of a researcher but is also frequently used as a metric for the proficiency of the researcher.
I've noticed in many other fields, e.g. political science, or even math, Google Scholar is not nearly as popular.
Does anyone have any insight into why this is the case? Do these other fields have other tools they use to follow researchers or measure their output? Perhaps these factors are not as important in these other fields?
google-scholar
add a comment |
In disciplines such as computer science and engineering, Google Scholar is a fundamental tool in not only searching for recent work of a researcher but is also frequently used as a metric for the proficiency of the researcher.
I've noticed in many other fields, e.g. political science, or even math, Google Scholar is not nearly as popular.
Does anyone have any insight into why this is the case? Do these other fields have other tools they use to follow researchers or measure their output? Perhaps these factors are not as important in these other fields?
google-scholar
In disciplines such as computer science and engineering, Google Scholar is a fundamental tool in not only searching for recent work of a researcher but is also frequently used as a metric for the proficiency of the researcher.
I've noticed in many other fields, e.g. political science, or even math, Google Scholar is not nearly as popular.
Does anyone have any insight into why this is the case? Do these other fields have other tools they use to follow researchers or measure their output? Perhaps these factors are not as important in these other fields?
google-scholar
google-scholar
edited 8 hours ago
asked 8 hours ago
jonem
1513
1513
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add a comment |
4 Answers
4
active
oldest
votes
In computing science, papers are reviewed rather quickly (because they are usually tied to conferences, with deadlines, and without journal backlog). They are also usually indexable.
In biblical studies, to give another example, it can easily take over two years from submission to publication, even with a minor revisions review shortly after submission - just because journals have a large backlog. Also, there still are journals without digital edition. Biblical scholars I know rely on mailing lists for tables of contents and find PDFs of articles they want to read on academia.edu. Google Scholar simply does not index everything and is not fast enough.
From what I've heard, in math it's the review cycle that takes long. This is different from a journal backlog, but the result is the same. Arxiv will be more up to date than Google Scholar.
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
add a comment |
Math already has an excellent tool, MathSciNet. And, more importantly, MathSciNet is much more accurate than Google Scholar.
If you are a mathematician, look up yourself in both places and compare!
add a comment |
"Time to market" of the paper (e.g., shorter review time) as Keelan noted might be a reason.
It might be also related to what is indexed by google scholar vs. more official indexes. (see link below). For example, google scholar counts as a citation basically everything that looks like a citation, regardless of whether it was peer-reviewed or not. It is possible, that some fields are more reluctant adopting such metrics. For example, arXiv platform has been long ago a popular in math field. But those papers are not peer-reviewed, at least for posting them, there is no requirement of peer-review. In other domains (I think biology) preprints have become popular more recently.
Another reason: in CS there are a lot of people outside academia. They are interested whether someone relevant cited their paper (or whatever it was). This boosts google scholar use. In many other fields researchers work only in academia. the official representatives might tend to rely more on official indices (e.g., for promotion etc).
It is also possible that some fields are more conservative than others. CS is in general a relatively young field. Also, it is more natural for CS to adopt new technologies. But think about philosophy field that has longer traditions. People in such fields also less care about technological innovations.
https://www.researchgate.net/publication/239314956_Citation_Analysis_Comparison_of_Web_of_ScienceR_Scopus_SciFinderR_and_Google_Scholar
add a comment |
Probably there are more computer-illiterate people in these fields.
New contributor
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
add a comment |
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4 Answers
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active
oldest
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4 Answers
4
active
oldest
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active
oldest
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active
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In computing science, papers are reviewed rather quickly (because they are usually tied to conferences, with deadlines, and without journal backlog). They are also usually indexable.
In biblical studies, to give another example, it can easily take over two years from submission to publication, even with a minor revisions review shortly after submission - just because journals have a large backlog. Also, there still are journals without digital edition. Biblical scholars I know rely on mailing lists for tables of contents and find PDFs of articles they want to read on academia.edu. Google Scholar simply does not index everything and is not fast enough.
From what I've heard, in math it's the review cycle that takes long. This is different from a journal backlog, but the result is the same. Arxiv will be more up to date than Google Scholar.
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
add a comment |
In computing science, papers are reviewed rather quickly (because they are usually tied to conferences, with deadlines, and without journal backlog). They are also usually indexable.
In biblical studies, to give another example, it can easily take over two years from submission to publication, even with a minor revisions review shortly after submission - just because journals have a large backlog. Also, there still are journals without digital edition. Biblical scholars I know rely on mailing lists for tables of contents and find PDFs of articles they want to read on academia.edu. Google Scholar simply does not index everything and is not fast enough.
From what I've heard, in math it's the review cycle that takes long. This is different from a journal backlog, but the result is the same. Arxiv will be more up to date than Google Scholar.
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
add a comment |
In computing science, papers are reviewed rather quickly (because they are usually tied to conferences, with deadlines, and without journal backlog). They are also usually indexable.
In biblical studies, to give another example, it can easily take over two years from submission to publication, even with a minor revisions review shortly after submission - just because journals have a large backlog. Also, there still are journals without digital edition. Biblical scholars I know rely on mailing lists for tables of contents and find PDFs of articles they want to read on academia.edu. Google Scholar simply does not index everything and is not fast enough.
From what I've heard, in math it's the review cycle that takes long. This is different from a journal backlog, but the result is the same. Arxiv will be more up to date than Google Scholar.
In computing science, papers are reviewed rather quickly (because they are usually tied to conferences, with deadlines, and without journal backlog). They are also usually indexable.
In biblical studies, to give another example, it can easily take over two years from submission to publication, even with a minor revisions review shortly after submission - just because journals have a large backlog. Also, there still are journals without digital edition. Biblical scholars I know rely on mailing lists for tables of contents and find PDFs of articles they want to read on academia.edu. Google Scholar simply does not index everything and is not fast enough.
From what I've heard, in math it's the review cycle that takes long. This is different from a journal backlog, but the result is the same. Arxiv will be more up to date than Google Scholar.
answered 8 hours ago
Keelan
1,128917
1,128917
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
add a comment |
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
1
1
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
But Google Scholar indexes arxiv and even things like a pdf on an academic's homepage. So I don't think this entirely explains it.
– Thomas
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
@Thomas it only adds PDFs from personal pages or things like academia.edu when it has already indexed the article from a reliable source. I can't speak for arxive, but I know that several articles I had on academia.edu were not on Google Scholar until they were officially published.
– Keelan
5 hours ago
1
1
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
I definitely have papers indexed by GS that are only on arxiv.
– Thomas
5 hours ago
add a comment |
Math already has an excellent tool, MathSciNet. And, more importantly, MathSciNet is much more accurate than Google Scholar.
If you are a mathematician, look up yourself in both places and compare!
add a comment |
Math already has an excellent tool, MathSciNet. And, more importantly, MathSciNet is much more accurate than Google Scholar.
If you are a mathematician, look up yourself in both places and compare!
add a comment |
Math already has an excellent tool, MathSciNet. And, more importantly, MathSciNet is much more accurate than Google Scholar.
If you are a mathematician, look up yourself in both places and compare!
Math already has an excellent tool, MathSciNet. And, more importantly, MathSciNet is much more accurate than Google Scholar.
If you are a mathematician, look up yourself in both places and compare!
answered 1 hour ago
GEdgar
10.4k62239
10.4k62239
add a comment |
add a comment |
"Time to market" of the paper (e.g., shorter review time) as Keelan noted might be a reason.
It might be also related to what is indexed by google scholar vs. more official indexes. (see link below). For example, google scholar counts as a citation basically everything that looks like a citation, regardless of whether it was peer-reviewed or not. It is possible, that some fields are more reluctant adopting such metrics. For example, arXiv platform has been long ago a popular in math field. But those papers are not peer-reviewed, at least for posting them, there is no requirement of peer-review. In other domains (I think biology) preprints have become popular more recently.
Another reason: in CS there are a lot of people outside academia. They are interested whether someone relevant cited their paper (or whatever it was). This boosts google scholar use. In many other fields researchers work only in academia. the official representatives might tend to rely more on official indices (e.g., for promotion etc).
It is also possible that some fields are more conservative than others. CS is in general a relatively young field. Also, it is more natural for CS to adopt new technologies. But think about philosophy field that has longer traditions. People in such fields also less care about technological innovations.
https://www.researchgate.net/publication/239314956_Citation_Analysis_Comparison_of_Web_of_ScienceR_Scopus_SciFinderR_and_Google_Scholar
add a comment |
"Time to market" of the paper (e.g., shorter review time) as Keelan noted might be a reason.
It might be also related to what is indexed by google scholar vs. more official indexes. (see link below). For example, google scholar counts as a citation basically everything that looks like a citation, regardless of whether it was peer-reviewed or not. It is possible, that some fields are more reluctant adopting such metrics. For example, arXiv platform has been long ago a popular in math field. But those papers are not peer-reviewed, at least for posting them, there is no requirement of peer-review. In other domains (I think biology) preprints have become popular more recently.
Another reason: in CS there are a lot of people outside academia. They are interested whether someone relevant cited their paper (or whatever it was). This boosts google scholar use. In many other fields researchers work only in academia. the official representatives might tend to rely more on official indices (e.g., for promotion etc).
It is also possible that some fields are more conservative than others. CS is in general a relatively young field. Also, it is more natural for CS to adopt new technologies. But think about philosophy field that has longer traditions. People in such fields also less care about technological innovations.
https://www.researchgate.net/publication/239314956_Citation_Analysis_Comparison_of_Web_of_ScienceR_Scopus_SciFinderR_and_Google_Scholar
add a comment |
"Time to market" of the paper (e.g., shorter review time) as Keelan noted might be a reason.
It might be also related to what is indexed by google scholar vs. more official indexes. (see link below). For example, google scholar counts as a citation basically everything that looks like a citation, regardless of whether it was peer-reviewed or not. It is possible, that some fields are more reluctant adopting such metrics. For example, arXiv platform has been long ago a popular in math field. But those papers are not peer-reviewed, at least for posting them, there is no requirement of peer-review. In other domains (I think biology) preprints have become popular more recently.
Another reason: in CS there are a lot of people outside academia. They are interested whether someone relevant cited their paper (or whatever it was). This boosts google scholar use. In many other fields researchers work only in academia. the official representatives might tend to rely more on official indices (e.g., for promotion etc).
It is also possible that some fields are more conservative than others. CS is in general a relatively young field. Also, it is more natural for CS to adopt new technologies. But think about philosophy field that has longer traditions. People in such fields also less care about technological innovations.
https://www.researchgate.net/publication/239314956_Citation_Analysis_Comparison_of_Web_of_ScienceR_Scopus_SciFinderR_and_Google_Scholar
"Time to market" of the paper (e.g., shorter review time) as Keelan noted might be a reason.
It might be also related to what is indexed by google scholar vs. more official indexes. (see link below). For example, google scholar counts as a citation basically everything that looks like a citation, regardless of whether it was peer-reviewed or not. It is possible, that some fields are more reluctant adopting such metrics. For example, arXiv platform has been long ago a popular in math field. But those papers are not peer-reviewed, at least for posting them, there is no requirement of peer-review. In other domains (I think biology) preprints have become popular more recently.
Another reason: in CS there are a lot of people outside academia. They are interested whether someone relevant cited their paper (or whatever it was). This boosts google scholar use. In many other fields researchers work only in academia. the official representatives might tend to rely more on official indices (e.g., for promotion etc).
It is also possible that some fields are more conservative than others. CS is in general a relatively young field. Also, it is more natural for CS to adopt new technologies. But think about philosophy field that has longer traditions. People in such fields also less care about technological innovations.
https://www.researchgate.net/publication/239314956_Citation_Analysis_Comparison_of_Web_of_ScienceR_Scopus_SciFinderR_and_Google_Scholar
edited 56 mins ago
answered 1 hour ago
student
67118
67118
add a comment |
add a comment |
Probably there are more computer-illiterate people in these fields.
New contributor
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
add a comment |
Probably there are more computer-illiterate people in these fields.
New contributor
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
add a comment |
Probably there are more computer-illiterate people in these fields.
New contributor
Probably there are more computer-illiterate people in these fields.
New contributor
edited 2 hours ago
Wrzlprmft♦
32.7k9106180
32.7k9106180
New contributor
answered 7 hours ago
Prof. Santa Claus
5
5
New contributor
New contributor
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
add a comment |
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
This does not provide an answer to the question. Once you have sufficient reputation you will be able to comment on any post; instead, provide answers that don't require clarification from the asker. - From Review
– Buzz
3 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
@Buzz: This is clearly not a valid comment; it does nothing comments are designed for. You may still consider it wrong, lacking explanation, or similar, but it clearly belongs in the answer domain.
– Wrzlprmft♦
2 hours ago
1
1
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
This would imply that math has sufficiently many computer-illiterate people that they cannot use Google Scholar effectively. Given that mathematicians regularly use LaTeX and put up preprints on arxiv this seems unlikely.
– JoshuaZ
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
@JoshuaZ: I suspect that the universality of LaTeX is overstated. Meanwhile, most of my senior colleagues in a math department don't do email, can't troubleshoot their computers, can't use the school's LMS, etc.
– Daniel R. Collins
1 hour ago
add a comment |
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