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Submission Preparation Checklist

As part of the submission process, authors are required to check off their submission's compliance with all of the following items, and submissions may be returned to authors that do not adhere to these guidelines.
  • The submission file uses the SERJ template with SERJ styles applied (Template available in the Author Guidelines).
  • The file uploaded is a blind copy.
  • The submission has not been previously published, nor is it before another journal for consideration (or an explanation has been provided in Comments to the Editor).
  • All authors have been added as Contributors.
  • Where available, authors' ORCID ID have been included.
  • The bibliographic information and citations adhere to APA7 Style and Guidelines.
  • Where available, DOIs (preferred) or URLs for the references have been provided. DOIs are to be displayed as a full URL link in the form
  • All illustrations, figures, and tables are placed within the text at the appropriate points, rather than at the end.

Author Guidelines

SERJ Publication Template

The Statistics Education Research Journal (SERJ) is a peer-reviewed electronic journal of the International Association for Statistical Education (IASE, and International Statistical Institute (ISI, SERJ is published three times a year (Regular Articles in May and November; Special Issue in June) and is open access and publication cost free. SERJ aims to advance research-based knowledge that can help to improve the teaching, learning, and understanding of statistics or probability at all educational levels and in both formal (classroom-based) and informal (out-of-classroom) contexts. To achieve these aims, SERJ seeks to publish high-quality papers that describe new research or analyze published research and that can contribute to scholarly knowledge and educational practice in statistics education, broadly viewed. All papers are blind-reviewed by at least two external referees.

Contributions in English are preferred. Contributions in French and Spanish are considered but need to be accompanied by an English-translated version. The English version will be the final accepted manuscript. It is the responsibility of the authors to ensure the other language version is the same as the final English version. Both versions will be available for download.

A submitted paper must not have been published before or be under consideration for publication elsewhere.

Authors are asked to read this document in its entirety, including the Appendices, and follow all guidelines regarding manuscript preparation in Section 4.

Papers submitted to SERJ should be relevant to the Journal’s aims described above and to its readers. The intended audiences are those engaged or interested in research on any aspect of statistics education or learning, and those wanting to use the results of such research to inform educational practice or improve the understanding of statistics in diverse contexts. Such readers may be involved directly in research or practice in statistics education, and/or have interests in related fields such as in statistics, mathematics or science education, teachers’ professional development, psychology and social sciences, measurement, natural and health sciences, engineering, business, management, public services, official statistics, and others.

In general, SERJ seeks reports of original research, integrative and critical reviews of research literature, and analyses of research-based theoretical models and methodological approaches related to teaching, learning, understanding, or assessment regarding statistics and probability. Such research may examine, for example, cognitive, epistemological, motivational, attitudinal, curricular, teacher- or teaching-related, technological, institutional, or societal factors and processes that are related to the development, understanding, and improvement of stochastic knowledge. Along the same lines, research may focus on how people, e.g., school or college students, educators, workers, managers, specialists, or adults in general, think about, use or apply statistical and probabilistic information and ideas, broadly viewed.

Manuscripts can address research related to learning and teaching of statistics and probability in classroom-based contexts at primary, secondary, post-secondary levels and adult education programs. However, learning and usage of statistics and probability occur in many types of out-of-school contexts, such as in the workplace, at home, or as part of societal or consumer activities. The growing availability of computers, and the growing dissemination of statistical information via the Internet by diverse organizations in the public, private/business, and non-profit sectors, further contributes to blurring of traditional boundaries between formal and informal contexts of learning and using statistics. People of all walks of life, not only “pupils” or “students”, engage with diverse tasks and situations where knowledge of statistics or probability; however acquired, is called for and put to use. Teaching, learning, and using of statistics are thus increasingly intertwined and are seen as occurring within a broad social sphere. Therefore, SERJ also encourages papers that address research on an expanded set of issues related to improving the way people develop knowledge of statistics and probability, or understand and use statistical and probabilistic information, in both formal and informal contexts.

Reports of original empirical research. Such reports can describe diverse types of studies of a quantitative or qualitative nature. Examples are observational, experimental or quasi-experimental, teaching experiment, case study, ethnographic, phenomenological, survey, or meta-analytic studies on any of the areas described above. Interim results from ongoing studies may also be submitted, if their scope is adequate.

A research report should: clearly describe the research goals; review relevant literature; describe the research questions and the rationale for studying them; describe and justify the specific methodology used to address these questions and the research context, i.e., study design, nature and number of respondents or units of analysis, description of population sampled and/or treatments assigned, instruments, data collection procedures, and analytic methods. The report should present findings related to the research goals and questions; discuss the findings and how they help to answer the research questions; acknowledge limitations of the study and its results; present conclusions regarding the paper’s contribution to existing scholarly knowledge and literature, and discuss implications regarding directions for further research and development, educational or organizational practice, assessment, etc. References to the relevant literature should be provided.

Conceptual papers. Such papers can present reflective or theoretical analyses, epistemological studies, integrative and critical literature reviews (e.g., systematic literature reviews, scoping reviews, etc.), combinations of conceptual analyses with some empirical work of a limited or structured scope, and structured reflections on educational practice related to statistics education, broadly viewed, as a basis for proposing new epistemological and conceptual ideas. Such papers should be based on or emerge from scholarly research, and be written so as to make explicit their contribution to future research, theory-building, or teaching and learning in an area of educational practice related to statistics and probability learning or usage. On occasion SERJ invites reflective papers about the implications of a research literature for teaching and learning in statistics and probability, or that aim to inform researchers who plan related studies. For more details, see Conceptual Papers in SERJ

Brief reports. These are papers whose shorter length is usually due to their focus on topics or findings that do not merit or require a lengthier regular paper as described above. Such papers can report, for example, on replication and extension research, instrument development and psychometric studies, program evaluations, or interim results from innovative instructional projects. The possibility of submitting a compact Brief Report offers researchers a useful publication channel while maintaining the same scientific standards as in full-length papers.

Authors wanting to submit other types of papers, e.g., reactions to papers published in SERJ, are asked to send an inquiry to the editor.

SERJ asks authors to consider the following length guidelines when planning papers:
1. Reports of original empirical research and conceptual papers should normally not exceed a maximum of 10,000 words in body text (about 18–20 pages). However, authors are encouraged to aim for shorter papers: The 6000–8000 words range (about 12–15 pages) in many cases will prove suitable for a deep yet concise reporting. Further, some studies, especially of a quantitative nature, can be effectively reported in an even shorter form within the 4000–6000 words range. (Note: Word counts in these guidelines refer only to body text or main text, not to all other elements, i.e., abstract, keywords, acknowledgments, references, or appendices. Also, all page counts refer to text formatted according to the guidelines in Section 4: single-spaced text in 11 point Times New Roman font, using margins of 2.54 cm on all four sides (Word Normal Margins).
2. Brief Reports should be no more than 2500 words of body text.
3. Papers longer than 10,000 words body text may be appropriate in some cases, but in general should be avoided. Such papers will be considered for review only at the editor’s discretion as they might pose a burden on both reviewers and readers. Authors should justify the need for that length in their cover letter.

SERJ encourages authors to aim for focused and balanced writing, in order to maximize papers’ ability to contribute to SERJ readers and to the accumulation of new knowledge.

Prospective authors should be attentive to “prior/duplicate publishing” issues. Like many journals, SERJ’s policy is that in general, papers that have already been published (i.e., were already made available and intended for wide public consumption via printed or electronic means, including the Internet or a CD) cannot be accepted for consideration by SERJ. Due in part to opportunities afforded by the Internet, there are multiple situations where a duplicate publishing situation might exist to a greater or lesser degree. Authors are asked to read Appendix 1, which describes five common situations involving prior publishing: in a paper in conference proceedings, in a technical report, on a personal website, in a paper in a non-English language journal, and in a brief report in a refereed journal.

What authors should do regarding duplicate publishing:

  1.  In the cover letter to the editor (see 3.2 below) all authors must indicate whether or not a paper was previously published, in whole or in part, or is being considered elsewhere for publication. Relevant explanations should be provided if a prior publishing situation exists.
  2. Authors are encouraged to consult the editor in advance if, beyond what is already covered in Appendix 1, doubts still exist as to whether a prior publishing situation exists.
  3. More broadly, authors are advised to consider duplicate publishing issues in advance if they plan several papers based on the same study.

Manuscripts should be submitted to the  SERJ Editor via the SERJ website.  Manuscripts should be attached as a file, in the SERJ Publication Template (see Section 4.3).

Manuscripts should be in a form ready for blind review and conform to the formatting and other instructions in Section 4. All elements of the paper being submitted (i.e., abstract, body/main text, tables and figures, etc.) must be compiled in one file, and placed where they would normally appear in a published paper. 


The cover letter to the editor should include:

  1. A statement that the manuscript [title] is submitted for review for publication in SERJ. If there are multiple authors, the submitting author should also state that all authors have agreed to have the manuscript submitted to SERJ for review and possible publication.
  2. A statement regarding duplicate publishing. Depending on the situation, either that “the author[s] warrant that the paper submitted has not been previously published, in whole or in part, in any printed or electronic means, and is not being considered elsewhere for publication”. Or, if a duplicate publication may be an issue, such as if any of the five cases described in Appendix 1 seem relevant, an explanation regarding what parts were published before, where and how, and in what areas the submitted paper is different from the prior publication if required according to Appendix 1. At times the editor may ask for a copy of the prior publication, so it is a good idea to attach it as well. When a paper was published previously, in part or in whole, a brief descriptive statement should be included in an Acknowledgments section in the paper.
  3. Full contact information for all authors should be added to the Contributors section in the submission portal.
  4. Optionally, authors may also include other details, such as a request and justification to allow deviation from length guidelines, comments regarding the paper’s relevance to SERJ in case the paper appears to address a novel or unusual topic.

Incoming papers are first screened by the editor, often in consultation with other editorial board members, to examine relevance to SERJ’s aims and to submission guidelines, and to check that there are no major flaws that would result in an outright rejection. If problems exist yet appear to be fixable and the paper seems to have potential, the editor will aim to provide brief advice on key problem areas that need to be addressed before the paper can be suitable for a review, and encourage resubmission. Papers that pass the initial screening are reviewed by an associate editor who acts as an internal referee and at times may coordinate the review process, and by at least two external referees. SERJ uses a double-blind refereeing process, i.e. authors do not know the referees’ identity and (external) referees do not know the authors’ identity.

Based on the referees’ reports, the editor makes one of the following standard decisions:

a) to accept the manuscript as submitted;

b) to accept the manuscript provisionally on the condition minor revisions are made;

c) to reject the manuscript but encourage the authors to rewrite the paper and resubmit it for another refereeing cycle, although no promise is made that after revision the paper would be accepted;

d) to reject the manuscript. 

Upon completion of the refereeing process, authors receive a letter specifying the editor’s decision regarding the acceptability of the paper and a summary of the editor’s explanations for this decision. The anonymized reports from the referees will be attached to the message.

Papers rewritten and resubmitted normally undergo a further stage of external refereeing, and sometimes more than one revision cycle is needed before rejection or acceptance decisions are reached. Revisions in provisionally accepted papers are supervised by the editors or associate editor, usually without further involvement of external referees.

Papers accepted for publication may be further revised by the editors or assistant editor to improve clarity of presentation and correct technical issues. On acceptance, authors will be asked to sign a copyright transfer form. Papers that are ready for publication will be sent to authors for proofing if time permits, and in such cases authors will be asked to react to the proofs within 2-3 days and indicate small technical changes that may still be needed.


Papers should be written with the aim of making them interesting and comprehensible to researchers as well as to practitioners and statistics educators in general, not only to specialists in the paper topic. Given the international audience of SERJ, authors should make sure to provide sufficient details regarding terms, acronyms, concepts or issues which are country-specific and whose understanding is essential to readers from other countries.

Papers should be concise and focused, but contain all information necessary to inform both referees and readers. Before finalizing a paper and submitting it to SERJ, authors are advised to review related papers that have already been published in SERJ to become acquainted with the  type of discourse and text organization.

In addition, authors should ensure that they follow the APA7 bibliographic citation style and grammar guidlines.

SERJ uses double-blind refereeing, i.e., authors should not know referees’ identity, and (external) referees should not know authors’ identity. Submitted manuscripts should be in a form ready for blind review. 

Blinding may take various forms. All authors must check the file properties (under the “File” menu and "Info" tab) to ensure that no personal details were automatically inserted by their word processing program. Instructions for removing personal info.

Authors may have to take out information from the acknowledgments section, delete the name of the institution or town in which data were collected, or omit other obvious clues such as, deleting from the reference list bibliographic items in which the authors’ names appear. When authors want to refer to their prior publications or work in anonymity without suggesting it is their work, it is preferable to use the 3rd person voice. For example, instead of “In our prior work (Smith & Jones, 1998) we developed a model …”, use: “This study is based on a model developed by Smith and Jones (1998) …."

Authors should consistently follow all specifications below when preparing their manuscripts. Authors are required to use the formatting styles in the SERJ Publication Template

Bibliography and citations References to the relevant literature should follow the American Psychological Association guidelines described in the current edition of Publication Manual of the American Psychological  Association (7th ed,). Examples for a variety of references are provided in the SERJ Publication Template.

Each listed reference item should be cited in the text, and each text citation should be listed in the References.

Appendices (optional). Authors may add 1–2 appendices if there is a need to present valuable auxiliary information, such as the full text of a new research instrument or a questionnaire used in a study for which details are not already widely available. With few exceptions, no results or tables with additional data should appear in an appendix, but rather be part of the main text. Appendices should be brief and essential to the understanding of the paper and are allowed at the  discretion of the editor.

Given the nature of reviewing and publishing electronic manuscripts, authors are reminded that they must attend to the length guidelines, number all sections and subsections in a consistent manner, follow the formatting and layout included in the SERJ Publication Template.

Going beyond technical aspects, it is important to state that the review process aims to enable SERJ to accept for publication high-quality manuscripts that are interesting, informative, and make a genuine contribution to scholarly knowledge and practice in statistics education. The review process is designed to provide authors with valuable feedback that can help them to further develop their papers and bring them to adequate quality if possible. Yet, there is interplay between the initial quality of a submission and the depth and breadth of the feedback that authors can hope to receive. It is easier to review and provide constructive feedback on papers that describe well-planned papers that are well-developed, logically organized, and written in a clear and succinct style. 

Please send queries about these guidelines or about papers you are considering to the editor, Susan Peters (

There are multiple situations where a duplicate publishing situation could emerge. 

Conference proceedings. Some authors submit manuscripts to SERJ based on a paper previously published in conference proceedings, whether in print or published online. Presentations in conferences are often a springboard for writing a broader paper for publication, hence SERJ encourages papers based on such presentations and will consider them, if what is being submitted to SERJ is substantially expanded compared to the proceedings paper, adapted to the goals and format of the Journal, and made suitable for the SERJ's audiences. Direct duplication of conference papers will not be accepted.

Technical reports. Many funded projects require that researchers prepare technical or progress reports and publish them in print or on the Internet, as part of project dissemination process or as a ‘deliverable’ product of the project. If such a report is submitted to a journal after it was already published through other means, an apparent duplicate publication situation is created. In general we do not consider it as a prior publication, as this situation is as a part of the scientific communication process, and because in many cases the circulation of such technical reports is limited. However, the manuscript submitted to SERJ must not be identical to the project report, and needs to be adapted to the goals and format of the Journal and made suitable for its audiences.

Publication on a personal Website. Some authors post drafts of research manuscripts on a personal/departmental website, to solicit commentary from colleagues or share their work with a local community. This is a natural part of the scientific communication process and scholarly discourse, which is aided by the accessibility of the Internet. Hence, for SERJ, this is not considered as prior publication. Yet, the manuscript eventually submitted to SERJ should not be identical to the draft, should be adapted to the SERJ goals and format, and made suitable for its audiences.

Prior publication in a non-English language journal some authors publish a paper in a non-English journal, such as a local (refereed or non-refereed) publication, and later translate the paper in order to publish it in English in SERJ. This is not considered a prior publication because many SERJ readers may not have any access to the non-English publication. Nonetheless, this situation should be acknowledged in the letter to the editor and in the acknowledgments section, and the manuscript submitted to SERJ in English should be adapted to the goals and format of the Journal and made suitable for its audiences. (Note: while SERJ does accept papers for review in French or Spanish, English is preferred as it maximizes the accessibility of the paper to an international readership)

Prior Brief report. Authors who publish (either in SERJ or in another peer-reviewed journal in the English language) a brief report (e.g., with preliminary results) must not later submit a full-length paper on the same study to SERJ, if the full-length paper includes most of the materials already published in the brief report.

Authors should examine their own situation, and decide how to address prior publication, based on the information in this appendix, as well as the suggestions in Section 2.3 above. Authors should present relevant information in their letter to the editor.

This appendix first describes the four basic decisions that the editor makes regarding an overall judgment of the acceptability of the paper, taking into consideration the referees’ recommendations and detailed reports, as well as the editor’s own perspectives. Later, the appendix describes the key criteria that the referees and editor are expected to follow.

Overall, the editors can make one of four basic decisions:

  1. Accept. The paper fits well the Journal policy, has a good quality and should be published. Very small corrections or fixes of a technical nature may be needed.
  2. Provisionally accept after relatively minor revisions. The manuscript is strong and interesting. However, modest yet important changes in content are needed before the paper can be fully accepted for publication. For example, authors may need to clarify some points, add missing information, perform an extra analysis, expand the discussion of results of an analysis, strengthen a specific subsection, or complement the references. Further external refereeing is usually not needed after revision - the revised paper will be assessed only by the editor and associate editor.
  3. Reject but encourage a rewrite and resubmission. The paper has some significant flaws in its current content, methodology, analysis, presentation of results, or scholarly writing, as detailed in the referees’ reports and summarized in the editorial letter. Yet, the theme and information provided are of potential interest to SERJ readers, and the problems detected may be fixable. Hence, authors are encouraged to rewrite and resubmit. After resubmitting, a rewritten paper will be reviewed again by external referees, possibly those who reviewed it before, to assess the extent to which the suggested changes were implemented and whether the new draft is of acceptable quality. It should be emphasized that no promises are made that after a rewrite, the resubmitted paper will be found suitable for publication. Some such papers are eventually rejected.
  4. Reject. The paper is not adequate for SERJ. Reasons for rejection may include, for example: the author is not acquainted with previous relevant research on the same topic in ways that deeply affected the design or interpretation of the findings or the contribution of the paper, the data used are of poor quality or there is an inadequate research design, data analysis is inappropriate, there are unwarranted conclusions that go well beyond the information available to the authors, and so forth. The paper is rejected because even with a rewrite, it is unlikely that the problems detected can be fixed so as to make the paper of sufficient quality for publication.

In addition to the recommendation about acceptance (referring to the four basic decisions which the editor makes), the referee is asked to provide a detailed report that will be sent to the authors. The referee report should include a detailed analysis of the paper that (a) enables authors to understand the basis for the referee’s recommendations, and (b) provides constructive suggestions that can help the authors to improve the paper. The report may contain four parts: recommendation, overall evaluation of the paper, detailed analysis, and (optionally) comments on smaller issues/details. The length and content of each part of the report will vary, depending on the specific nature of the paper being refereed, and the type of commentary the referee wishes to include.
Recommendation. As explained above, one of four decisions: accept, provisionally accept after minor revisions, reject but encourage rewrite and resubmit, or reject.
Overall evaluation. A brief overview of the reasons for the recommendation given, i.e., key positive and negative points regarding, e.g., the overall importance of the topic, quality of research, quality of scholarly writing and analysis, main strong and weak points, and the overall (potential) contribution of the paper to current conceptual and theoretical knowledge and to educational practice.
Detailed analysis. This part addresses in detail areas or aspects that seem to the referee to be problematic or require further attention. The referee can also provide here specific constructive suggestions for how to facilitate improvements.

The following list describes a possible structure and content relevant to a report about empirical research, whether quantitative or qualitative. Most points will also be relevant when evaluating conceptually-oriented papers and critical literature reviews.

  1. The appropriateness and importance of the purpose/goal of the study, judged against the aims of SERJ.
  2. Soundness of the theoretical framework or the scholarly rationale for the work, and the quality of the review and of the critical synthesis of previous research or bibliography.
  3. Relevance and soundness of research design/approach/methods, and the data collection process, given the research goals or hypotheses.
  4. Relevance and soundness of data analysis, including choice of analytic tools and procedures, and/or interpretative scheme; effectiveness of data presentation in tables and graphical displays or in the main text.
  5. Depth, breadth, and quality of the discussion and conclusions. In particular: the explanation of the meaning of the key results, the analysis of how the paper’s findings relate to the existing literature or add to the current knowledge base, and the adequacy of the discussion of the limitations of the work. In addition, given the aims of SERJ, the referee will evaluate whether there is sufficient and explicit discussion of the contribution and implications both to research/scientific knowledge and to applied educational aspects, such as to teaching practices, curriculum planning, assessment, teacher preparation, and so forth.
  6. Smaller issues. The report could close with a numbered list of comments about minor issues which should be corrected, such as typographical errors, syntactical and formatting problems in specific paragraphs, confusing tables or graphical displays, inaccuracies in references, lack of consistency in APA7 Style and Grammar Guideline. Here the referee could also make other suggestions for tightening the text, or for omitting tables or displays if it can help focus the paper’s message and reduce its length without loss of key content.

It is SERJ policy that papers sent to referees should NOT be shared or circulated (via printed or electronic means) with any other people or organizations. Referees are expected to maintain the confidentiality of papers they review and of the refereeing process. They are not permitted to make any use of papers they receive for refereeing, and are not allowed to cite such papers before they are published by SERJ.

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