Nursing SPSS results chapter writing requires more than copying tables from the output viewer. A defensible chapter follows the nursing research questions, reports the necessary statistics and explains each result without moving prematurely into discussion.
This structure shows nursing dissertation students how to present data screening, sample characteristics, descriptive findings, inferential tests, tables and interpretation clearly.
Recommended Nursing SPSS Results Chapter Structure
- Brief chapter introduction
- Data screening and participant flow
- Nursing sample characteristics
- Descriptive results for primary variables
- Assumption checks where relevant
- Findings for each research question
- Concise chapter summary
Your university template may require a different order, but the relationship between question, analysis and conclusion should remain visible.
Write a Focused Chapter Introduction
The introduction should explain what the chapter presents and how it is organised. It should not repeat the complete methodology or discuss external studies.
Model: “This chapter presents the quantitative findings for the nursing study. After data screening and sample characteristics, results are organised by the three research questions. Descriptive statistics precede the relevant inferential analyses.”
Report Nursing Data Screening Transparently
State how many cases were received, excluded and analysed, with reasons where appropriate. Explain how missing data and justified recoding were handled. Avoid claiming that data were clean without identifying what was checked.
Keep an untouched original dataset and document every transformation in a working copy or SPSS syntax file.
Present Nursing Sample Characteristics
Use one concise table for participant information relevant to the study, such as nursing role, clinical setting, experience, intervention group or essential demographic factors. Do not include every collected field simply because it exists.
| Characteristic | Reporting format | Purpose |
|---|---|---|
| Clinical setting | n (%) | Describe category distribution |
| Professional experience | Mean (SD) or median (IQR) | Describe experience level |
| Training exposure | n (%) | Define comparison groups |
| Primary outcome | Suitable summary statistic | Show baseline pattern |
Replace formats with verified statistics and define abbreviations in a table note.
How to follow the workflow: Begin with data screening and sample characteristics, then organise the main findings under each research question. This order allows readers to see which cases were analysed, what the sample looked like and how each statistical test addressed the nursing study aims.
Organise the Nursing SPSS Results Chapter by Research Question
Use a clear subheading for each research question. Begin with the relevant descriptive pattern, then report the inferential analysis. This lets the reader understand what was tested and why.
Model comparison paragraph
“The intervention group recorded a higher mean knowledge score than the comparison group. An independent-samples analysis evaluated the difference. The estimate, confidence interval, test statistic, p-value and effect size appear in Table X.”
The final dissertation must insert verified results and state a direct conclusion. Do not copy model wording into a study with a different design.
Model association paragraph
“The analysis examined the relationship between nursing experience and confidence score. The coefficient indicated the direction and strength of the relationship, with uncertainty reported through its confidence interval.”
What the final table needs: Give the table an informative title, include the essential group values and test statistics, and define abbreviations in a note. The accompanying paragraph should explain the main pattern without repeating every number already shown in the table.
Make Tables Reduce Repetition
If a table contains group means and inferential statistics, the paragraph should explain the main pattern rather than repeat every cell. Use informative titles, consistent decimals and identical values in the table and narrative.
Separate Nursing Results From Discussion
The results chapter answers, “What did the analysis find?” The discussion asks, “What might the finding mean in relation to nursing evidence, theory and practice?” Even when a university combines them, distinguish statistical evidence from wider interpretation. When the reporting stage is complete, use our step-by-step guide to discussing SPSS results in a nursing dissertation to move from the statistic to effect size, uncertainty, literature comparison and nursing implications without duplicating Chapter 4.
Report Non-Significant Nursing Findings Correctly
Non-significant results still answer research questions. Report them accurately without saying that the test failed or proved equality. Examine the estimate and confidence interval. Wide intervals may indicate imprecision rather than convincing evidence of no important difference.
Common Nursing SPSS Results Chapter Problems
- Copying raw SPSS output into the main chapter.
- Reporting tests unrelated to a research question.
- Omitting descriptive statistics.
- Giving p-values without estimates or effect sizes.
- Using causal language for observational data.
- Discussing literature before presenting the finding.
- Using inconsistent sample sizes across tables.
- Rounding the same value differently.
Nursing Results Chapter Quality Checklist
- Does every research question have a visible answer?
- Are exclusions and missing data explained?
- Do tables match the narrative?
- Are assumptions connected to analytical decisions?
- Are uncertainty and magnitude reported?
- Does the conclusion remain within the design?
Frequently Asked Questions
How long should a nursing results chapter be?
There is no universal length. Follow the brief and allocate space according to the number and complexity of the nursing questions.
Should all output go in an appendix?
Follow university guidance. Retain raw output for verification, but present selected, readable evidence in the main chapter.
Can my completed results chapter be checked?
Yes. Our nursing dissertation data analysis service can cross-check the dataset, SPSS output, tables and written interpretation.
Worked Results-Chapter Example
A clear nursing SPSS results chapter moves from data quality to sample description and then answers each research question in the order established in the methodology. IBM’s Explore procedure produces summary statistics and graphical displays that can be used to examine distributions, grouped results and unusual observations (IBM, n.d.).
A concise results paragraph might read: “Complete outcome data were available for 184 of 190 participants (96.8%). Mean medication-safety confidence was 71.4 (SD = 10.8). Confidence was higher among nurses who had completed simulation training (M = 74.8, SD = 9.7) than among those who had not (M = 68.3, SD = 11.0), mean difference = 6.5, 95% CI [3.5, 9.5], p < .001.” The values are illustrative. The discussion chapter—not the results paragraph—should explain clinical significance and compare the finding with nursing literature.
Reporting Standards to Apply
- Report the analysed sample and missing data for important variables.
- Give estimates and measures of precision, normally 95% confidence intervals.
- Name the statistical test and clarify whether comparisons were independent or paired.
- Use tables to reduce repetition rather than duplicating every value in prose.
- Report non-significant findings accurately without claiming that they prove no effect.
The STROBE Statement provides reporting items for cross-sectional, cohort and case-control studies (von Elm et al., 2007). The SAMPL guidelines recommend estimates, confidence intervals and transparent hypothesis-test reporting (Lang & Altman, 2015). APA Style sample tables illustrate how numerical results can be organised without reproducing raw SPSS output (American Psychological Association, n.d.).
Related Nursing Guides
- Nursing SPSS Output Interpretation for Dissertation Results
- Effect Size for Nursing Research: SPSS and G*Power Guide
- How to Analyse Nursing Dissertation Data Using SPSS: A Step-by-Step Guide
Conclusion
A strong nursing SPSS results chapter aligns the research question, method, statistic, table and conclusion. Structure the chapter around nursing objectives rather than the order in which SPSS generated output.
References
- American Psychological Association. (n.d.). Sample tables. APA Style. https://apastyle.apa.org/style-grammar-guidelines/tables-figures/sample-tables
- IBM. (n.d.). Explore. IBM SPSS Statistics Documentation. https://www.ibm.com/docs/en/spss-statistics/32.0.0?topic=features-explore
- Lang, T. A., & Altman, D. G. (2015). Basic statistical reporting for articles published in biomedical journals: The “Statistical Analyses and Methods in the Published Literature” or the SAMPL Guidelines. International Journal of Nursing Studies, 52, 5–9. https://doi.org/10.1016/j.ijnurstu.2014.09.006
- von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., & Vandenbroucke, J. P. (2007). The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: Guidelines for reporting observational studies. PLoS Medicine, 4(10), e296. https://doi.org/10.1371/journal.pmed.0040296
