Analytics accepts manuscripts that engage the theory and/or use of writing analytics. Analytics publishes articles of up to 7,500 words (exclusive of references).
Formatting References
References should be formatted using APA style. For instructions on formatting references, see the Publication Manual of the American Psychological Association, 6th edition.
Formatting Text
Please adhere to the following guidelines for formatting article text.
The following titles should be used for the main section headings, and the issues below should be addressed for the corresponding sections.
Abstract
The abstract (between 200 and 250 words) should present a comprehensive overview of the study.
Background
The background section positions the study and explains its significance.
This section includes information on
The background section concludes with a brief overview of the significance of the study.
Literature Review
The literature positions the reported research in the context of work by other researchers, identifies needed advances, and establishes justification for the present study.
Research Questions
The research questions should be framed in terms of needed work identified in the literature review. They should also align the needed work with the chosen research methodology.
Research Methodology
The research methodology section consists of a comprehensive description of how the study was executed. The section should be written so that others should be able to replicate the study. The structure typically includes information on design, sequence, collection, sampling plan, and empirical method. When describing data collection, authors should provide information about the following aspects, as appropriate for the study.
Results
The results section should provide evidence that the research questions have been addressed. Results should be reported according to standards identified by the American Psychological Association in terms of sample size, disaggregation by sub-group, descriptive and inferential statistics, and effect size. Foundational categories of evidence related to fairness, validity, and reliability are essential.
Discussion
Because of the complex reporting involved in writing analytics, this section allows authors to discuss the interpretation, use, and consequences of the results. Encouraged here is attention to claims, warrants, and qualifications regarding the evidence presented.
Conclusions
The conclusion section provides justification that the results have answered the research questions with any attendant qualifications. Special attention should be paid to applications, especially to groups of diverse learners. Special attention should also be paid to fairness as a category of evidence.
Directions for Further Research
Authors should conclude the manuscript with directions for further research intended to advance the body of knowledge and program of research reported in the study.
Reviewers' Expectations
See the Reviewer Guidelines for the review criteria used by reviewers of research articles.