Why is Google Scholar popular in some fields but not in others?












6














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?










share|improve this question





























    6














    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?










    share|improve this question



























      6












      6








      6







      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?










      share|improve this question















      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






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited 8 hours ago

























      asked 8 hours ago









      jonem

      1513




      1513






















          4 Answers
          4






          active

          oldest

          votes


















          4














          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.






          share|improve this answer

















          • 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














          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!






          share|improve this answer





























            1














            "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






            share|improve this answer































              -4














              Probably there are more computer-illiterate people in these fields.






              share|improve this answer










              New contributor




              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
              Check out our Code of Conduct.


















              • 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













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              4 Answers
              4






              active

              oldest

              votes








              4 Answers
              4






              active

              oldest

              votes









              active

              oldest

              votes






              active

              oldest

              votes









              4














              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.






              share|improve this answer

















              • 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
















              4














              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.






              share|improve this answer

















              • 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














              4












              4








              4






              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.






              share|improve this answer












              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.







              share|improve this answer












              share|improve this answer



              share|improve this answer










              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














              • 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











              1














              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!






              share|improve this answer


























                1














                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!






                share|improve this answer
























                  1












                  1








                  1






                  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!






                  share|improve this answer












                  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!







                  share|improve this answer












                  share|improve this answer



                  share|improve this answer










                  answered 1 hour ago









                  GEdgar

                  10.4k62239




                  10.4k62239























                      1














                      "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






                      share|improve this answer




























                        1














                        "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






                        share|improve this answer


























                          1












                          1








                          1






                          "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






                          share|improve this answer














                          "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







                          share|improve this answer














                          share|improve this answer



                          share|improve this answer








                          edited 56 mins ago

























                          answered 1 hour ago









                          student

                          67118




                          67118























                              -4














                              Probably there are more computer-illiterate people in these fields.






                              share|improve this answer










                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.


















                              • 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


















                              -4














                              Probably there are more computer-illiterate people in these fields.






                              share|improve this answer










                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.


















                              • 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
















                              -4












                              -4








                              -4






                              Probably there are more computer-illiterate people in these fields.






                              share|improve this answer










                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.









                              Probably there are more computer-illiterate people in these fields.







                              share|improve this answer










                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.









                              share|improve this answer



                              share|improve this answer








                              edited 2 hours ago









                              Wrzlprmft

                              32.7k9106180




                              32.7k9106180






                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.









                              answered 7 hours ago









                              Prof. Santa Claus

                              5




                              5




                              New contributor




                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.





                              New contributor





                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.






                              Prof. Santa Claus is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                              Check out our Code of Conduct.












                              • 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










                              • @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




















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