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The pitfalls of “salami slicing”:
Focus on quality and not quantity of publications




                                    Helping you get published
The pitfalls of “salami slicing”

   Imagine you have just completed a controlled study about a new
   intervention in a birthing center. You have two sets of results: one
   set on mothers and one on infants. Should the author write two
   papers—each reporting a different set of results—and send these
   papers to two different journals? Or consider a case where you are
   studying several closely related compounds.1 Should you write a
   separate paper for each compound?

   The answer to both questions is no. Editors consider these as cases
   of “salami slicing”—unethically fragmenting the results of a single
   study and reporting them in multiple papers.
The pitfalls of “salami slicing”

    What is salami slicing?

    Salami slicing refers to the practice of partitioning a large study
    that could have been reported in a single research article into
    smaller published articles.2

    In other words, it means breaking up a single research paper
    into their “least publishable units,” with each paper reporting
    different findings from the same study.

    A set of papers are referred to as salami publications when
    more than one paper covers the same population, methods,
    and research question.3
The pitfalls of “salami slicing”

                           Journal Speak

    When a manuscript is submitted to the American Journal
    of Speech-Language Pathology, one of the many decisions
    that must be made is whether it meets or exceeds a ‘least
    publishable unit’ criterion. To make this decision, I ask
    myself the following question: “Does this manuscript
    contain enough new data, knowledge, or insight to
    warrant publication?”4
    - Editor, American Journal of Speech-Language Pathology
The pitfalls of “salami slicing”

    A journal editor gave the following examples to illustrate a case
    of salami slicing.4

    Can you determine which is the case of salami slicing?

    Scenario 1: A scientist begins a new line of research. The
    scientist has developed a new instrument for collecting data,
    one that is more precise than the current instruments. The main
    study may take a year or over to complete. The scientist submits
    a manuscript for publication describing the new instrument
    before completing the main study.
The pitfalls of “salami slicing”

    Scenario 2: After determining the research question and setting
    the study design, a scientist collects data on three groups of
    participants. Two of the groups have different types of aphasia
    (Groups A and B), and one group is a control group. The scientist
    submits two manuscripts for publication: one comparing Group
    A with the control group, and the other comparing Group B with
    the control group.
The pitfalls of “salami slicing”

    Answer

    Scenario 1 is not likely to be considered as a salami publication.
    The new instrument was not a part of the research question,
    but rather was developed to answer the research question.
    Further, other scientists benefit from the publication because
    they can also use the new data collection method. When
    publishing the main study, the scientist need not describe the
    instrument in detail in the Methods section, but rather should
    refer to the previous publication.

    Scenario 2 is likely to be considered a salami publication. All of
    the data should be published in a single manuscript.
The pitfalls of “salami slicing”

    What’s wrong with doing this?

    Career distortions. Salami slicing is widely regarded as a practice
    that researchers employ to increase their volume of
    publications, borne of the “publish and perish” culture.5 In the
    short term, salami science may allow scientists and researchers
    to progress faster in their careers or receive more funding than
    they actually merit, owing to the greater number of publications
    they can list on their resume.6,7However, salami slicing can be
    harmful in the long term, since it diminishes the value of each
    publication. You may have managed to add a long list of
    publications to your name through salami publications, but if a
    committee were to review the body of work, they might
    conclude that the studies themselves are not substantial
    enough.
The pitfalls of “salami slicing”

    What’s wrong with doing this?

    Harm to science. Publishing unnecessary and repetitive
    information increases the amount of literature, but not the
    amount of knowledge. If closely related data from a single group
    is divided across several papers, readers who access only one of
    the papers may misinterpret the findings. Further, multiple
    reports may cause a set of findings to be given more importance
    that it deserves. For instance, in the example mentioned in the
    beginning, another researcher conducting a meta-analysis on
    the new intervention for birthing centers might erroneously
    assume that this intervention has been studied twice, rather
    than once.
The pitfalls of “salami slicing”


                          Journal Speak

      As earlier editorials have pointed out, multiple reports
         of the same observations can overemphasize the
     importance of the findings, overburden busy reviewers,
     fill the medical literature with inconsequential material,
             and distort the academic reward system.6
          - Editorial, New England Journal of Medicine
The pitfalls of “salami slicing”

    Is it always wrong to report a single study through multiple
    papers?

    In some cases where the original dataset is extremely large (e.g.,
    a population-based study) and when the dataset takes years to
    collect and analyze, the authors have justifiable and legitimate
    grounds to report the research in more than one
    paper.6,8 However, each paper should address distinct and
    important questions.8 If the study is motivated and designed
    around a single hypothesis, its results should be presented to
    the readers as a single package, regardless of the size of the
    dataset.4
The pitfalls of “salami slicing”

    If you do have legitimate grounds to submit multiple
    publications based on the same study, ensure that you inform
    the editorial office about any possibly overlapping information
    (including whether any of the control data in a manuscript are
    also included among the control data in another manuscript or
    whether you have previously published articles on the same or a
    closely related topic) either before submitting a paper or in the
    accompanying cover letter.9 In addition, refer to all related
    studies within the manuscript.
The pitfalls of “salami slicing”

                                  Journal Speak

When authors fail to disclose all relevant work, they deny referees and editors
the opportunity of assessing the true extent of its contribution to the broader
body of research.10-
Editorial, Nature Materials

A reasonable yardstick by which to judge redundancy is to ask whether a single
paper would be more cohesive and informative than two, without being
excessively long.7
- Annals of the Rheumatic Diseases
The pitfalls of “salami slicing”

Conclusion

A paper will have a greater chance of publication as a full-scale study, rather than
a fragment of a larger study. Focus on the quality of your publications, not
quantity. Salami slicing to increase the number of publications on your resume
might only end up sabotaging your research career at a later stage.
The pitfalls of “salami slicing”
REFERENCES:

1.  McCann G (n.d.). Common Reasons for Rejection. Journal of Materials Chemistry, Author Guidelines.
2.  Cicutto L (2008). Plagiarism: Avoiding the peril in scientific writing. Chest. 133(2): 579-81. doi:
    10.1378/chest.07-2326
3. Committee on Publication Ethics (COPE) (2005). Cases: Salami publication. Accessed on July 7, 2011.
    Available at http://www.publicationethics.org/case/salami-publication.
4. Hoit J (2007). Salami science. American Journal of Speech-Language Pathology, 16: 94. doi:
    10.1044/1058-0360(2007/013).
5. Abraham P (2000). Duplicate and salami publications. Journal of Postgraduate Medicine, 46: 67
6. Kassirer J & Angell M (1995). Redundant publication: A reminder (Editorial). The New England Journal
    of Medicine, 333: 449-50.
7. Doherty M (1996). The misconduct of redundant publication. Annals of the Rheumatic Diseases,
    55(11): 783-85.
8. Tobin M (2002). AJRCCM’s policy on duplicate publication: Infrequently asked questions. American
    Journal of Respiratory and Critical Care Medicine, 166: 433-34.
9. Bankier A, Levine D, Sheiman R, Lev M, Kressel H (2008). Redundant publications in radiology: Shades
    of gray in a seemingly black-and-white issue. Radiology, 247: 605-7. doi: 10.1148/radiol.2473080298.
10. Editorial (2005). The cost of salami slicing. Nature Materials 4(1). doi: 10.1038/nmat1305.
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The pitfalls of “salami slicing” focus on quality and not quantity of publications

  • 1. The pitfalls of “salami slicing”: Focus on quality and not quantity of publications Helping you get published
  • 2. The pitfalls of “salami slicing” Imagine you have just completed a controlled study about a new intervention in a birthing center. You have two sets of results: one set on mothers and one on infants. Should the author write two papers—each reporting a different set of results—and send these papers to two different journals? Or consider a case where you are studying several closely related compounds.1 Should you write a separate paper for each compound? The answer to both questions is no. Editors consider these as cases of “salami slicing”—unethically fragmenting the results of a single study and reporting them in multiple papers.
  • 3. The pitfalls of “salami slicing” What is salami slicing? Salami slicing refers to the practice of partitioning a large study that could have been reported in a single research article into smaller published articles.2 In other words, it means breaking up a single research paper into their “least publishable units,” with each paper reporting different findings from the same study. A set of papers are referred to as salami publications when more than one paper covers the same population, methods, and research question.3
  • 4. The pitfalls of “salami slicing” Journal Speak When a manuscript is submitted to the American Journal of Speech-Language Pathology, one of the many decisions that must be made is whether it meets or exceeds a ‘least publishable unit’ criterion. To make this decision, I ask myself the following question: “Does this manuscript contain enough new data, knowledge, or insight to warrant publication?”4 - Editor, American Journal of Speech-Language Pathology
  • 5. The pitfalls of “salami slicing” A journal editor gave the following examples to illustrate a case of salami slicing.4 Can you determine which is the case of salami slicing? Scenario 1: A scientist begins a new line of research. The scientist has developed a new instrument for collecting data, one that is more precise than the current instruments. The main study may take a year or over to complete. The scientist submits a manuscript for publication describing the new instrument before completing the main study.
  • 6. The pitfalls of “salami slicing” Scenario 2: After determining the research question and setting the study design, a scientist collects data on three groups of participants. Two of the groups have different types of aphasia (Groups A and B), and one group is a control group. The scientist submits two manuscripts for publication: one comparing Group A with the control group, and the other comparing Group B with the control group.
  • 7. The pitfalls of “salami slicing” Answer Scenario 1 is not likely to be considered as a salami publication. The new instrument was not a part of the research question, but rather was developed to answer the research question. Further, other scientists benefit from the publication because they can also use the new data collection method. When publishing the main study, the scientist need not describe the instrument in detail in the Methods section, but rather should refer to the previous publication. Scenario 2 is likely to be considered a salami publication. All of the data should be published in a single manuscript.
  • 8. The pitfalls of “salami slicing” What’s wrong with doing this? Career distortions. Salami slicing is widely regarded as a practice that researchers employ to increase their volume of publications, borne of the “publish and perish” culture.5 In the short term, salami science may allow scientists and researchers to progress faster in their careers or receive more funding than they actually merit, owing to the greater number of publications they can list on their resume.6,7However, salami slicing can be harmful in the long term, since it diminishes the value of each publication. You may have managed to add a long list of publications to your name through salami publications, but if a committee were to review the body of work, they might conclude that the studies themselves are not substantial enough.
  • 9. The pitfalls of “salami slicing” What’s wrong with doing this? Harm to science. Publishing unnecessary and repetitive information increases the amount of literature, but not the amount of knowledge. If closely related data from a single group is divided across several papers, readers who access only one of the papers may misinterpret the findings. Further, multiple reports may cause a set of findings to be given more importance that it deserves. For instance, in the example mentioned in the beginning, another researcher conducting a meta-analysis on the new intervention for birthing centers might erroneously assume that this intervention has been studied twice, rather than once.
  • 10. The pitfalls of “salami slicing” Journal Speak As earlier editorials have pointed out, multiple reports of the same observations can overemphasize the importance of the findings, overburden busy reviewers, fill the medical literature with inconsequential material, and distort the academic reward system.6 - Editorial, New England Journal of Medicine
  • 11. The pitfalls of “salami slicing” Is it always wrong to report a single study through multiple papers? In some cases where the original dataset is extremely large (e.g., a population-based study) and when the dataset takes years to collect and analyze, the authors have justifiable and legitimate grounds to report the research in more than one paper.6,8 However, each paper should address distinct and important questions.8 If the study is motivated and designed around a single hypothesis, its results should be presented to the readers as a single package, regardless of the size of the dataset.4
  • 12. The pitfalls of “salami slicing” If you do have legitimate grounds to submit multiple publications based on the same study, ensure that you inform the editorial office about any possibly overlapping information (including whether any of the control data in a manuscript are also included among the control data in another manuscript or whether you have previously published articles on the same or a closely related topic) either before submitting a paper or in the accompanying cover letter.9 In addition, refer to all related studies within the manuscript.
  • 13. The pitfalls of “salami slicing” Journal Speak When authors fail to disclose all relevant work, they deny referees and editors the opportunity of assessing the true extent of its contribution to the broader body of research.10- Editorial, Nature Materials A reasonable yardstick by which to judge redundancy is to ask whether a single paper would be more cohesive and informative than two, without being excessively long.7 - Annals of the Rheumatic Diseases
  • 14. The pitfalls of “salami slicing” Conclusion A paper will have a greater chance of publication as a full-scale study, rather than a fragment of a larger study. Focus on the quality of your publications, not quantity. Salami slicing to increase the number of publications on your resume might only end up sabotaging your research career at a later stage.
  • 15. The pitfalls of “salami slicing” REFERENCES: 1. McCann G (n.d.). Common Reasons for Rejection. Journal of Materials Chemistry, Author Guidelines. 2. Cicutto L (2008). Plagiarism: Avoiding the peril in scientific writing. Chest. 133(2): 579-81. doi: 10.1378/chest.07-2326 3. Committee on Publication Ethics (COPE) (2005). Cases: Salami publication. Accessed on July 7, 2011. Available at http://www.publicationethics.org/case/salami-publication. 4. Hoit J (2007). Salami science. American Journal of Speech-Language Pathology, 16: 94. doi: 10.1044/1058-0360(2007/013). 5. Abraham P (2000). Duplicate and salami publications. Journal of Postgraduate Medicine, 46: 67 6. Kassirer J & Angell M (1995). Redundant publication: A reminder (Editorial). The New England Journal of Medicine, 333: 449-50. 7. Doherty M (1996). The misconduct of redundant publication. Annals of the Rheumatic Diseases, 55(11): 783-85. 8. Tobin M (2002). AJRCCM’s policy on duplicate publication: Infrequently asked questions. American Journal of Respiratory and Critical Care Medicine, 166: 433-34. 9. Bankier A, Levine D, Sheiman R, Lev M, Kressel H (2008). Redundant publications in radiology: Shades of gray in a seemingly black-and-white issue. Radiology, 247: 605-7. doi: 10.1148/radiol.2473080298. 10. Editorial (2005). The cost of salami slicing. Nature Materials 4(1). doi: 10.1038/nmat1305.
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