RESEARCH SUPPORT
Dissertation Results Section Support
Statistics Reported the Way Committees Read Them
Dissertation results chapter review for a draft chapter or for output not yet shaped into one: results ordered by research question, tables in your required style and effect estimates with confidence intervals, prepared in-house from the agreed analysis so that each reported figure matches its source.
No Commitment Required
Strictly Confidential
In-House PhD-Level Statisticians
Fixed Project Fee
Same-Day Response
What Does a Dissertation Results Chapter Involve?
The results chapter of a dissertation reports what the analysis found, in an order and a format that lets a committee check each claim against the research questions. It presents descriptive statistics, the primary and secondary findings, effect estimates with confidence intervals and the checks that support them, and it leaves explanation of why results occurred to the discussion. OnlineSPSS, a specialist statistical consultancy for academic, clinical and professional research, provides dissertation results chapter review for doctoral and master’s researchers, limited to the statistical content: an in-house PhD-level statistician prepares tables, figures and results wording from the agreed analysis, checks them against the output and explains how each figure should be read. The discussion and the conclusions remain yours.
WHEN TO ENGAGE
When Output Exists but the Chapter Does Not
Support is usually requested when output exists but the chapter does not, or when a reader has objected to the way findings are presented.
Output Without Structure The analysis output is complete but unorganized, and the chapter needs an order that follows the research questions, from descriptive statistics through primary to secondary findings.
Tables Not in the Required Format A style guide or supervisor requires a specific table format, and the existing tables lack estimates, intervals or the sample size behind each result.
Findings Reported as Significant or Not Results are described only as significant or nonsignificant, and the chapter needs effect sizes with confidence intervals and a plain statement of what they mean.
A Committee Objection to Findings A committee member has questioned how a result was reported or interpreted, and the chapter is reworked against the analysis, with evidence for what stands.
WHAT THE SUPPORT COVERS
Parts of the Results Chapter We Support
Formatting output is only half of the work, and checking statistics in a results chapter is the other half, so the six parts below are agreed in the scope before any work begins.
Chapter Structure
The chapter is organized by research question, with the primary analysis kept apart from secondary and exploratory ones, so that a committee can see which results were prespecified.
Descriptive Statistics
Sample characteristics and variable summaries are presented with the counts and missing data behind them, following the conventions of your field.
Primary and Secondary Findings
Each finding is reported with its estimate, interval and sample size, and where the models are not yet fitted they are built through Quantitative Data Analysis.
Effect Sizes
Raw and standardized effect sizes are matched to each model, with guidance by method in Statistical Methods, and each is reported with its confidence interval, not with a p-value alone.
Tables and Figures
Tables and figures are produced through Results Reporting & Interpretation in your institution's format, with notes that let each exhibit stand alone.
Check Before Submission
The finished chapter can be checked against the analysis through Independent Statistical Review, so that every reported figure matches the output behind it.
COMMON ISSUES
What Committees Flag in a Results Chapter
Committees tend to find the same few weaknesses in how findings are reported, and each one can be prevented in the way the chapter is built.
Significance Without Size Results are given as p-values alone, so a reader cannot judge whether an effect is large enough to matter or how precisely it was estimated.
Findings and Explanation Mixed The chapter explains why results occurred, which usually belongs in the discussion, and the plain report of what was found loses its clarity.
Unreported Exclusions The analyzed sample is smaller than the sample recruited, and the chapter never states how many cases were dropped from each analysis or for what reason.
Selective Reporting Only the significant tests appear, so the reader cannot tell how many analyses were run and cannot judge the risk of false positives.
Tables That Cannot Stand Alone A table omits the sample size, the units, the reference category or what the estimate is adjusted for, and it cannot be read without the surrounding text.
Assumptions Asserted, Not Shown The chapter says that assumptions were met without stating how they were assessed, and a committee will want to see the evidence.
DELIVERABLES
What You Receive for Your Results Chapter
The deliverables follow the agreed scope and allow every number in the chapter to be traced to the output that produced it.
Chapter Outline An outline ordered by research question that shows where each analysis, table and figure belongs and which analyses were prespecified or exploratory.
Formatted Tables Tables formatted to your style guide, each with its estimates, confidence intervals, sample sizes and explanatory notes.
Figures Figures with labeled axes and uncertainty displayed, prepared in the file format your institution accepts for submission.
Results Wording Statistical wording for each finding, matched to the output, for you to check and incorporate.
Reporting Check A check of each reported figure against the output, and an APA consistency check of symbols, decimals and tables where APA is your style.
Notes on Reading Results Plain notes on what each estimate shows and what it does not show, so that the interpretation remains with you.
ILLUSTRATIVE EXAMPLE
From Unordered Output to a Verifiable Chapter
An illustration of how analysis output becomes a results chapter that a committee can read and verify.
ILLUSTRATIVE EXAMPLE · ORGANIZATIONAL LEADERSHIP RESEARCH · UNITED STATES
A doctoral researcher in organizational leadership had completed a survey study of whether supervisors' coaching behaviors were associated with employee engagement and needed a results chapter that met the committee's expectations.
The output existed, but it had been produced in the order the analyses occurred to the researcher, and several models reported only significance. The chapter was rebuilt by research question, with the primary model separated from the secondary and exploratory analyses. The complication was item-level missing data: the number of respondents differed across models without explanation. A sample flow description was added, the n for each table was stated and the handling of missing responses was written into the methods note. The interpretation stayed with association, since the design was cross-sectional.
Outcome: The researcher received the formatted tables with standardized and unstandardized effect estimates and their 95% confidence intervals, a chapter outline, statistical wording for the results and a figure-by-figure check against the output.
This example does not describe a real client or project. We never share details of actual client work, in line with the confidentiality we promise every researcher. This illustrative example is included to show the type, scope, and standard of work involved in this kind of analysis.
SOFTWARE
Software Behind the Reported Results
The software follows your project and your department's requirements, and the tables are produced from the platform that carried out the analysis.
HOW WE ASSESS YOUR PROJECT
We Review Your Actual Research
Your assessment is based on a review of your actual research materials and analytical requirements, not a generic project category.
You Submit Your Project Details
Share whatever is available at the current stage, such as the research aim, protocol or proposal, dataset, variable list, manuscript or statistical requirements.
We Review Your Research and Define the Scope
Your statistically trained Research Coordinator reviews the materials to understand the study design, research questions, data structure, analytical requirements and expected deliverables. If clarification is needed, additional documents or information can be requested before the assessment is finalized.
Your Analysis Is Completed and Delivered
Once the scope and fixed project fee are agreed, the in-house statistician completes the work and the Research Coordinator remains the communication point through delivery, with the analysis, deliverables and timeline as agreed.
RESEARCH RESPONSIBILITY
Statistical Reporting Within Your Own Chapter
The results chapter reports what the analysis found and the chapters around it argue what that means, and the four points below show which part OnlineSPSS supports and which part stays yours.
Agreed Statistical Support OnlineSPSS provides the agreed methodological, analytical and statistical reporting support, defined in a scope that is confirmed before any work begins.
No Intellectual Contribution OnlineSPSS does not claim any intellectual contribution to your dissertation. Authorship of the dissertation remains the researcher's.
Your Research Decisions The meaning of the findings, the discussion, the conclusions and the links to the literature remain yours, with overall responsibility.
Confidential Handling Research data and project details are handled confidentially, project information is not published, and an NDA is available where required.
FREQUENTLY ASKED QUESTIONS
Questions About Results Chapter Support
Answers on what the chapter contains, where reporting ends and discussion begins, existing tables, committee expectations, confidentiality and the assessment.
What does a dissertation results chapter review include?
It covers the statistical content of the chapter: its structure by research question, the tables and figures, the effect estimates with confidence intervals and the wording that reports them, each checked against the output. The discussion and the conclusions are written by you, and the scope is agreed in the assessment.
Does the chapter include interpretation and discussion?
The chapter reports what was found and what the estimates indicate within the design. Why the results occurred, how they relate to the literature and what they mean for theory or practice belong to your discussion. Notes on statistical limits are supplied so that you can address them there.
Can you reformat results I have already produced?
Yes, and the figures are checked against the output as well as formatted. If a table lacks an interval or a sample size, or a test does not match the design, this is raised with you and the change is agreed before it is made.
What do committees expect to see in this chapter?
Expectations vary by field and institution, so your style guide and committee comments guide the work. Common requirements are the sample size for each analysis, estimates with confidence intervals, a clear separation of prespecified and exploratory analyses and tables that can be read on their own.
How do you protect my research data and confidentiality?
Your data and project details are handled confidentially, and project information is not published. Researcher names and institutions are not used publicly without permission. An NDA is available where required and can be arranged before sensitive materials are shared. Read more about confidentiality and data security.
What happens when I request an assessment, and how long does it take?
You share your research question, design and relevant materials, such as your output, a draft chapter or a style guide, and a statistically trained Research Coordinator reviews the request and responds the same day. The analysis, deliverables, timeline and one fixed project fee are then confirmed before any work begins, so the timeline follows from the agreed scope.
Still have a question? Find more answers in our full FAQ.
NEXT STEP
Send the Output
Behind Your Chapter
Include your style guide and any committee comments. Our same-day reply sets out what the chapter would need, carries no commitment, and your documents stay strictly confidential.
No Commitment Required
Strictly Confidential
Fixed Project Fee
In-House PhD-Level Statisticians
Same-Day Response
Serving Researchers Since 2014