PTPRO THESIS & SPSS SERVICES
๐Ÿงช Scientific Data & Graphsโฑ๏ธ 5 min read๐Ÿ—“๏ธ Updated Nov 2026

Control vs Treatment Graphs: Error Bars (SD vs SEM) and Significance Stars

How to make clear control vs treatment graphs for theses and papers: choosing SD or SEM error bars, marking significance and common figure mistakes.

Control vs Treatment Graphs: Error Bars (SD vs SEM) and Significance Stars

Most biology and pharmacology theses compare a control group with one or more treatment groups โ€” for example SOD, CAT or MDA levels in different treatment groups. A good figure makes the comparison obvious at a glance.

Choose the right chart

  • Bar chart with error bars โ€” groups on the x-axis, mean value on the y-axis. Most common.
  • Dot plot / bar with individual points โ€” shows every replicate; increasingly preferred by journals.
  • Line graph โ€” for time courses or doseโ€“response.

SD or SEM?

SD (standard deviation)SEM (standard error of the mean)
ShowsSpread of the individual valuesPrecision of the mean estimate
SizeLargerSmaller (SEM = SD / โˆšn)
Use whenDescribing variability of the dataComparing means (state n clearly)

Both are accepted โ€” the important rule is to state which one you used and the n in the figure legend: โ€œData are mean ยฑ SD (n = 6).โ€

Showing significance

  • Run the correct test first: one-way ANOVA with Dunnett (vs control) or Tukey (all pairs); t-test for two groups.
  • Use stars: * p < .05, ** p < .01, *** p < .001, and explain them in the legend.
  • Alternatively use letters (a, b, c): groups sharing a letter are not significantly different.

Figure checklist

  • โ˜ Axis titles with units (e.g. โ€œSOD activity (U/mg protein)โ€).
  • โ˜ Control group first, then treatments in logical order.
  • โ˜ Same colours for the same groups across all figures.
  • โ˜ High resolution (at least 300 dpi) for print.
  • โ˜ Legend states test, n, error bar type and star meanings.

๐Ÿค Need help with Scientific Data & Graphs?

Tell us your topic, level and deadline. We reply with a clear plan and price โ€” nothing is charged before you agree.

๐Ÿ“ฒ Found this useful? Share it with a classmate on WhatsApp.

๐Ÿ’ฌ